{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Minecraft Text Planning Task"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'obtain_planks': {'question': 'How to obtain planks?', 'group': 'MT1', 'alias': 'basic', 'episode': 3000, 'object': 'planks'}, 'obtain_stick': {'question': 'How to obtain stick?', 'group': 'MT1', 'alias': 'basic', 'episode': 3000, 'object': 'stick'}, 'obtain_wooden_slab': {'question': 'How to obtain wooden_slab?', 'group': 'MT1', 'alias': 'basic', 'episode': 3000, 'object': 'wooden_slab'}, 'obtain_wooden_button': {'question': 'How to obtain wooden_button?', 'group': 'MT1', 'alias': 'basic', 'episode': 3000, 'object': 'wooden_button'}, 'obtain_wooden_pressure_plate': {'question': 'How to obtain wooden_pressure_plate?', 'group': 'MT1', 'alias': 'basic', 'episode': 3000, 'object': 'wooden_pressure_plate'}, 'obtain_chest': {'question': 'How to obtain chest?', 'group': 'MT1', 'alias': 'basic', 'episode': 3000, 'object': 'chest'}, 'obtain_oak_stairs': {'question': 'How to obtain oak_stairs?', 'group': 'MT1', 'alias': 'basic', 'episode': 3000, 'object': 'oak_stairs'}, 'obtain_sign': {'question': 'How to obtain sign?', 'group': 'MT1', 'alias': 'basic', 'episode': 3000, 'object': 'sign'}, 'obtain_fence': {'question': 'How to obtain fence?', 'group': 'MT1', 'alias': 'basic', 'episode': 3000, 'object': 'fence'}, 'obtain_fence_gate': {'question': 'How to obtain fence_gate?', 'group': 'MT1', 'alias': 'basic', 'episode': 3000, 'object': 'fence_gate'}, 'obtain_boat': {'question': 'How to obtain boat?', 'group': 'MT1', 'alias': 'basic', 'episode': 3000, 'object': 'boat'}, 'obtain_trapdoor': {'question': 'How to obtain trapdoor?', 'group': 'MT1', 'alias': 'basic', 'episode': 3000, 'object': 'trapdoor'}, 'obtain_bowl': {'question': 'How to obtain bowl?', 'group': 'MT1', 'alias': 'basic', 'episode': 3000, 'object': 'bowl'}, 'obtain_stone_stairs': {'question': 'How to obtain stone_stairs?', 'group': 'MT4', 'alias': 'dig_down', 'episode': 3000, 'object': 'stone_stairs'}, 'obtain_stone_slab': {'question': 'How to obtain stone_slab?', 'group': 'MT4', 'alias': 'dig_down', 'episode': 3000, 'object': 'stone_slab'}, 'obtain_cobblestone_wall': {'question': 'How to obtain cobblestone_wall?', 'group': 'MT4', 'alias': 'dig_down', 'episode': 3000, 'object': 'cobblestone_wall'}, 'obtain_lever': {'question': 'How to obtain lever?', 'group': 'MT4', 'alias': 'dig_down', 'episode': 3000, 'object': 'lever'}, 'obtain_stone': {'question': 'How to obtain stone?', 'group': 'MT4', 'alias': 'dig_down', 'episode': 3000, 'object': 'stone'}, 'obtain_stone_pressure_plate': {'question': 'How to obtain stone_pressure_plate?', 'group': 'MT4', 'alias': 'dig_down', 'episode': 3000, 'object': 'stone_pressure_plate'}, 'obtain_coal': {'question': 'How to obtain coal?', 'group': 'MT4', 'alias': 'dig_down', 'episode': 3000, 'object': 'coal'}, 'obtain_torch': {'question': 'How to obtain torch?', 'group': 'MT4', 'alias': 'dig_down', 'episode': 3000, 'object': 'torch'}, 'obtain_crafting_table': {'question': 'How to obtain crafting_table?', 'group': 'MT2', 'alias': 'simple_tool', 'episode': 3000, 'object': 'crafting_table'}, 'obtain_wooden_pickaxe': {'question': 'How to obtain wooden_pickaxe?', 'group': 'MT2', 'alias': 'simple_tool', 'episode': 3000, 'object': 'wooden_pickaxe'}, 'obtain_wooden_axe': {'question': 'How to obtain wooden_axe?', 'group': 'MT2', 'alias': 'simple_tool', 'episode': 3000, 'object': 'wooden_axe'}, 'obtain_wooden_hoe': {'question': 'How to obtain wooden_hoe?', 'group': 'MT2', 'alias': 'simple_tool', 'episode': 3000, 'object': 'wooden_hoe'}, 'obtain_wooden_sword': {'question': 'How to obtain wooden_sword?', 'group': 'MT2', 'alias': 'simple_tool', 'episode': 3000, 'object': 'wooden_sword'}, 'obtain_wooden_shovel': {'question': 'How to obtain wooden_shovel?', 'group': 'MT2', 'alias': 'simple_tool', 'episode': 3000, 'object': 'wooden_shovel'}, 'obtain_furnace': {'question': 'How to obtain furnace?', 'group': 'MT2', 'alias': 'simple_tool', 'episode': 3000, 'object': 'furnace'}, 'obtain_stone_pickaxe': {'question': 'How to obtain stone_pickaxe?', 'group': 'MT2', 'alias': 'simple_tool', 'episode': 3000, 'object': 'stone_pickaxe'}, 'obtain_stone_axe': {'question': 'How to obtain stone_axe?', 'group': 'MT2', 'alias': 'simple_tool', 'episode': 3000, 'object': 'stone_axe'}, 'obtain_stone_hoe': {'question': 'How to obtain stone_hoe?', 'group': 'MT2', 'alias': 'simple_tool', 'episode': 3000, 'object': 'stone_hoe'}, 'obtain_stone_shovel': {'question': 'How to obtain stone_shovel?', 'group': 'MT2', 'alias': 'simple_tool', 'episode': 3000, 'object': 'stone_shovel'}, 'obtain_stone_sword': {'question': 'How to obtain stone_sword?', 'group': 'MT2', 'alias': 'simple_tool', 'episode': 3000, 'object': 'stone_sword'}, 'obtain_bucket': {'question': 'How to obtain bucket?', 'group': 'MT6', 'alias': 'complex_tool', 'episode': 6000, 'object': 'bucket'}, 'obtain_shears': {'question': 'How to obtain shears?', 'group': 'MT6', 'alias': 'complex_tool', 'episode': 6000, 'object': 'shears'}, 'obtain_iron_pickaxe': {'question': 'How to obtain iron_pickaxe?', 'group': 'MT6', 'alias': 'complex_tool', 'episode': 6000, 'object': 'iron_pickaxe'}, 'obtain_iron_axe': {'question': 'How to obtain iron_axe?', 'group': 'MT6', 'alias': 'complex_tool', 'episode': 6000, 'object': 'iron_axe'}, 'obtain_iron_hoe': {'question': 'How to obtain iron_hoe?', 'group': 'MT6', 'alias': 'complex_tool', 'episode': 6000, 'object': 'iron_hoe'}, 'obtain_iron_shovel': {'question': 'How to obtain iron_shovel?', 'group': 'MT6', 'alias': 'complex_tool', 'episode': 6000, 'object': 'iron_shovel'}, 'obtain_iron_sword': {'question': 'How to obtain iron_sword?', 'group': 'MT6', 'alias': 'complex_tool', 'episode': 6000, 'object': 'iron_sword'}, 'obtain_leather_boots': {'question': 'How to obtain leather_boots?', 'group': 'MT5', 'alias': 'equipment', 'episode': 6000, 'object': 'leather_boots'}, 'obtain_leather_chestplate': {'question': 'How to obtain leather_chestplate?', 'group': 'MT5', 'alias': 'equipment', 'episode': 6000, 'object': 'leather_chestplate'}, 'obtain_leather_helmet': {'question': 'How to obtain leather_helmet?', 'group': 'MT5', 'alias': 'equipment', 'episode': 6000, 'object': 'leather_helmet'}, 'obtain_leather_leggings': {'question': 'How to obtain leather_leggings?', 'group': 'MT5', 'alias': 'equipment', 'episode': 6000, 'object': 'leather_leggings'}, 'obtain_iron_chestplate': {'question': 'How to obtain iron_chestplate?', 'group': 'MT5', 'alias': 'equipment', 'episode': 6000, 'object': 'iron_chestplate'}, 'obtain_iron_leggings': {'question': 'How to obtain iron_leggings?', 'group': 'MT5', 'alias': 'equipment', 'episode': 6000, 'object': 'iron_leggings'}, 'obtain_iron_helmet': {'question': 'How to obtain iron_helmet?', 'group': 'MT5', 'alias': 'equipment', 'episode': 6000, 'object': 'iron_helmet'}, 'obtain_iron_boots': {'question': 'How to obtain iron_boots?', 'group': 'MT5', 'alias': 'equipment', 'episode': 6000, 'object': 'iron_boots'}, 'obtain_shield': {'question': 'How to obtain shield?', 'group': 'MT5', 'alias': 'equipment', 'episode': 6000, 'object': 'shield'}, 'obtain_iron_bars': {'question': 'How to obtain iron_bars?', 'group': 'MT7', 'alias': 'iron_stage', 'episode': 9000, 'object': 'iron_bars'}, 'obtain_iron_nugget': {'question': 'How to obtain iron_nugget?', 'group': 'MT7', 'alias': 'iron_stage', 'episode': 9000, 'object': 'iron_nugget'}, 'obtain_minecart': {'question': 'How to obtain minecart?', 'group': 'MT7', 'alias': 'iron_stage', 'episode': 9000, 'object': 'minecart'}, 'obtain_hopper': {'question': 'How to obtain hopper?', 'group': 'MT7', 'alias': 'iron_stage', 'episode': 9000, 'object': 'hopper'}, 'obtain_hopper_minecart': {'question': 'How to obtain hopper_minecart?', 'group': 'MT7', 'alias': 'iron_stage', 'episode': 9000, 'object': 'hopper_minecart'}, 'obtain_furnace_minecart': {'question': 'How to obtain furnace_minecart?', 'group': 'MT7', 'alias': 'iron_stage', 'episode': 9000, 'object': 'furnace_minecart'}, 'obtain_chest_minecart': {'question': 'How to obtain chest_minecart?', 'group': 'MT7', 'alias': 'iron_stage', 'episode': 9000, 'object': 'chest_minecart'}, 'obtain_iron_door': {'question': 'How to obtain iron_door?', 'group': 'MT7', 'alias': 'iron_stage', 'episode': 9000, 'object': 'iron_door'}, 'obtain_iron_trapdoor': {'question': 'How to obtain iron_trapdoor?', 'group': 'MT7', 'alias': 'iron_stage', 'episode': 9000, 'object': 'iron_trapdoor'}, 'obtain_tripwire_hook': {'question': 'How to obtain tripwire_hook?', 'group': 'MT7', 'alias': 'iron_stage', 'episode': 9000, 'object': 'tripwire_hook'}, 'obtain_heavy_weighted_pressure_plate': {'question': 'How to obtain heavy_weighted_pressure_plate?', 'group': 'MT7', 'alias': 'iron_stage', 'episode': 9000, 'object': 'heavy_weighted_pressure_plate'}, 'obtain_rail': {'question': 'How to obtain rail?', 'group': 'MT7', 'alias': 'iron_stage', 'episode': 9000, 'object': 'rail'}, 'obtain_cauldron': {'question': 'How to obtain cauldron?', 'group': 'MT7', 'alias': 'iron_stage', 'episode': 9000, 'object': 'cauldron'}, 'obtain_bed': {'question': 'How to obtain bed?', 'group': 'MT3', 'alias': 'hunt_and_food', 'episode': 6000, 'object': 'bed'}, 'obtain_painting': {'question': 'How to obtain painting?', 'group': 'MT3', 'alias': 'hunt_and_food', 'episode': 6000, 'object': 'painting'}, 'obtain_carpet': {'question': 'How to obtain carpet?', 'group': 'MT3', 'alias': 'hunt_and_food', 'episode': 6000, 'object': 'carpet'}, 'obtain_item_frame': {'question': 'How to obtain item_frame?', 'group': 'MT3', 'alias': 'hunt_and_food', 'episode': 6000, 'object': 'item_frame'}, 'obtain_cooked_porkchop': {'question': 'How to obtain cooked_porkchop?', 'group': 'MT3', 'alias': 'hunt_and_food', 'episode': 6000, 'object': 'cooked_porkchop'}, 'obtain_cooked_beef': {'question': 'How to obtain cooked_beef?', 'group': 'MT3', 'alias': 'hunt_and_food', 'episode': 6000, 'object': 'cooked_beef'}, 'obtain_cooked_mutton': {'question': 'How to obtain cooked_mutton?', 'group': 'MT3', 'alias': 'hunt_and_food', 'episode': 6000, 'object': 'cooked_mutton'}, 'obtain_diamond': {'question': 'How to obtain diamond?', 'group': 'MT8', 'alias': 'challenge', 'episode': 12000, 'object': 'diamond'}}\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "70"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import json\n",
    "\n",
    "path = \"data/task_info.json\"\n",
    "with open(path, \"r\") as f:\n",
    "    data = json.load(f)\n",
    "\n",
    "print(data)\n",
    "len(data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "88\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "import math\n",
    "\n",
    "TECH_TREE = {}\n",
    "\n",
    "with open(\"data/goal_lib.json\", \"r\") as f:\n",
    "    goal_lib = json.load(f)\n",
    "for g in goal_lib:\n",
    "    k = g.replace(\"smelt_\", \"\").replace(\"craft_\", \"\").replace(\"mine_\", \"\")\n",
    "    TECH_TREE[k] = goal_lib[g]\n",
    "    TECH_TREE[k][\"name\"] = k\n",
    "\n",
    "print(len(TECH_TREE))\n",
    "\n",
    "\n",
    "def is_tool(item):\n",
    "    return \"pickaxe\" in item or \"furnace\" in item or \"crafting_table\" in item\n",
    "\n",
    "\n",
    "def get_plan(target, need=1) -> list[dict]:\n",
    "    goal = TECH_TREE[target]\n",
    "    goal[\"quantity_needed\"] = need\n",
    "    goal[\"depth\"] = 0\n",
    "    tree = {target: goal}\n",
    "\n",
    "    def travel_tech_tree(current: str, quantity_needed: int, depth=1):\n",
    "        \"\"\"\n",
    "        Recursive function to travel the tech tree\n",
    "        \"\"\"\n",
    "        # add children\n",
    "        requirements = TECH_TREE[current][\"precondition\"] | TECH_TREE[current][\"tool\"]\n",
    "        quantity_to_produce = TECH_TREE[current][\"output\"][current]\n",
    "\n",
    "        for r in requirements:\n",
    "            cost_to_produce = requirements[r]\n",
    "\n",
    "            # if we need to produce more than single step (ignore tools)\n",
    "            if quantity_to_produce < quantity_needed and not is_tool(r):\n",
    "                cost_to_produce = math.ceil(\n",
    "                    cost_to_produce * (quantity_needed / quantity_to_produce)\n",
    "                )\n",
    "            # node already exists\n",
    "            # print(requirements, r, cost_to_produce)\n",
    "            if r in tree:\n",
    "                # tools are multi-use\n",
    "                if is_tool(r):\n",
    "                    tree[r][\"depth\"] = max(tree[r][\"depth\"], depth)\n",
    "                    return\n",
    "\n",
    "                tree[r][\"quantity_needed\"] += cost_to_produce\n",
    "                tree[r][\"depth\"] = max(tree[r][\"depth\"], depth)\n",
    "                travel_tech_tree(r, cost_to_produce, depth=depth + 1)\n",
    "                # return\n",
    "\n",
    "            # new tech\n",
    "            else:\n",
    "                tree[r] = TECH_TREE[r]\n",
    "                tree[r][\"quantity_needed\"] = cost_to_produce\n",
    "                tree[r][\"depth\"] = depth\n",
    "                travel_tech_tree(r, cost_to_produce, depth=depth + 1)\n",
    "\n",
    "    travel_tech_tree(target, need)\n",
    "\n",
    "    # sort by depth\n",
    "    plan = sorted(tree.values(), key=lambda x: x[\"depth\"], reverse=True)\n",
    "    return plan\n",
    "\n",
    "\n",
    "def parse_target_for_wood_type(name: str):\n",
    "    if \"_log\" in name: \n",
    "        return \"log\"\n",
    "    if \"_planks\" in name:\n",
    "        return \"planks\"\n",
    "    if \"diamond_ore\" in name:\n",
    "        return \"diamond\"\n",
    "    return name\n",
    "    \n",
    "\n",
    "def process_step(goal, current_inventory, tech_tree):\n",
    "    \"\"\"\n",
    "    Process a single step of the plan and update the inventory accordingly.\n",
    "\n",
    "    Parameters:\n",
    "    - goal: A dictionary representing the goal to achieve in this step.\n",
    "    - current_inventory: A dictionary representing the current inventory of items.\n",
    "    - tech_tree: A dictionary representing the tech tree, which includes information about each item.\n",
    "\n",
    "    Returns:\n",
    "    - A tuple (success: bool, error_type: str or None, error_value: any)\n",
    "    \"\"\"\n",
    "    success = True\n",
    "\n",
    "    if len(goal) == 0:\n",
    "        return False, \"parsing_error\", goal\n",
    "\n",
    "    target = list(goal[\"output\"].keys())[0]\n",
    "    target = parse_target_for_wood_type(target)\n",
    "    if target not in tech_tree:\n",
    "        return False, \"unknown_item\", target\n",
    "    if goal[\"type\"] != tech_tree[target][\"type\"]:\n",
    "        return False, \"action_type_mismatch\", goal[\"type\"]\n",
    "    if not set(tech_tree[target][\"tool\"].keys()).issubset(set(goal[\"tool\"].keys())):\n",
    "        return False, \"missing_tools\", set(tech_tree[target][\"tool\"].keys())\n",
    "    if not set(tech_tree[target][\"precondition\"].keys()).issubset(\n",
    "        set(current_inventory.keys())\n",
    "    ):\n",
    "        return (\n",
    "            False,\n",
    "            \"missing_materials\",\n",
    "            set(tech_tree[target][\"precondition\"].keys()),\n",
    "        )\n",
    "\n",
    "    # Add the outcome to the inventory\n",
    "    quantity_needed = goal[\"quantity_needed\"]\n",
    "    while quantity_needed > 0:\n",
    "        for item in tech_tree[target][\"precondition\"]:\n",
    "            if current_inventory[item] - tech_tree[target][\"precondition\"][item] < 0:\n",
    "                return False, \"insufficient_materials\", item\n",
    "            current_inventory[item] -= tech_tree[target][\"precondition\"][item]\n",
    "\n",
    "        current_inventory[target] += tech_tree[target][\"output\"][target]\n",
    "        quantity_needed -= tech_tree[target][\"output\"][target]\n",
    "\n",
    "    return success, None, None\n",
    "\n",
    "\n",
    "def evaluate_generated_plan(parsed_plan, tech_tree):\n",
    "    success = True\n",
    "    current_inventory = defaultdict(int)\n",
    "    current_inventory[\"diamond_axe\"] = 1\n",
    "\n",
    "    for goal in parsed_plan:\n",
    "        success, error_type, error_value = process_step(\n",
    "            goal, current_inventory, tech_tree\n",
    "        )\n",
    "        if not success:\n",
    "            return False, error_type, error_value\n",
    "\n",
    "    return success, \"\", None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Objects not seen as targets in tasks\n",
      "{'cobblestone', 'quartz_block', 'log', 'leather', 'iron_ingot', 'armor_stand', 'diamond_shovel', 'mutton', 'beef', 'stonebrick', 'iron_ore', 'anvil', 'iron_block', 'porkchop', 'jukebox', 'wool', 'stone_button', 'stone_brick_stairs'}\n"
     ]
    }
   ],
   "source": [
    "print(\"Objects not seen as targets in tasks\")\n",
    "print(set(TECH_TREE.keys())-set([d.replace(\"obtain_\", \"\") for d in data.keys()]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Average length of gold plans\n",
      "7.785714285714286\n",
      "Min and max length of gold plans\n",
      "2\n",
      "14\n"
     ]
    }
   ],
   "source": [
    "lengths = []\n",
    "for d in data:\n",
    "    target = d.replace(\"obtain_\", \"\")\n",
    "    plan = get_plan(target)\n",
    "    lengths.append(len(plan))\n",
    "print(\"Average length of gold plans\")\n",
    "print(sum(lengths) / len(lengths))\n",
    "print(\"Min and max length of gold plans\")\n",
    "print(min(lengths))\n",
    "print(max(lengths))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# One shot planning"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 147,
   "metadata": {},
   "outputs": [],
   "source": [
    "import time\n",
    "import json\n",
    "\n",
    "from tqdm import tqdm\n",
    "from baseline_llm import OneShotOpenAILLM\n",
    "\n",
    "models = [\"gpt-4-turbo-preview\"]\n",
    "\n",
    "\n",
    "def load_openai_key(openai_key_file) -> str:\n",
    "    with open(openai_key_file, \"r\") as f:\n",
    "        context = f.read()\n",
    "    return context.split(\"\\n\")[0]\n",
    "\n",
    "\n",
    "api_key = load_openai_key(\"data/openai_keys.txt\")\n",
    "N = 5\n",
    "\n",
    "with open(\"data/results.json\", \"r\") as f:\n",
    "    results = json.load(f)\n",
    "\n",
    "# results = []\n",
    "with tqdm(total=len(models) * len(data) * N) as pbar:\n",
    "    for model_name in models:\n",
    "        for k, v in data.items():\n",
    "            for i in range(N):\n",
    "                model = OneShotOpenAILLM(api_key=api_key, model=model_name)\n",
    "                question = v[\"question\"]\n",
    "                target = question.split()[-1].replace(\"?\", \"\")\n",
    "                if target == \"iron_pickaxe\":\n",
    "                    continue\n",
    "                generation = model.generate(question, temperature=1.0, max_tokens=512)\n",
    "\n",
    "                parsed_plan = model.parse_generated_plan(generation)\n",
    "                gold_plan = get_plan(target)\n",
    "\n",
    "                results.append(\n",
    "                    {\n",
    "                        \"target\": target,\n",
    "                        \"question\": question,\n",
    "                        \"plan\": parsed_plan,\n",
    "                        \"gold_plan\": gold_plan,\n",
    "                        \"generation\": generation,\n",
    "                        \"group\": v[\"group\"],\n",
    "                        \"model\": model_name,\n",
    "                        \"tokens_used\": model.token_used,\n",
    "                    }\n",
    "                )\n",
    "                time.sleep(1)\n",
    "                pbar.update(1)\n",
    "            # save results\n",
    "            with open(\"data/results.json\", \"w\") as f:\n",
    "                json.dump(results, f)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 150,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error parsing ['obtain_cobblestone_wall', \"{'diamond_axe'})\"]\n",
      "Error parsing ['craft', \"{'stick': 1, 'cobblestone': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'cobblestone': 1, 'stick': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'coal': 1, 'stick': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'coal': 1, 'stick': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['obtain_wooden_axe', \"{'diamond_axe'})\"]\n",
      "Error parsing ['obtain_wooden_axe', \"{'diamond_axe'})\"]\n",
      "Error parsing ['obtain_wooden_hoe', \"{'diamond_axe'})\"]\n",
      "Error parsing ['obtain_wooden_sword', \"{'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'bucket': 1, 'iron_pickaxe': 1}, {'iron_ingot': 3, 'wooden_shovel': 1, 'crafting_table': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 3, 'bucket': 1}, {'iron_ore': 3, 'crafting_table': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 3, 'stick': 2, 'crafting_table': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'cow': 3})\"]\n",
      "Error parsing ['mine', \"{'leather': 8, 'log': 3}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'rabbit': 8, 'log': 2}, {'stone_sword': 1})\"]\n",
      "Error parsing ['obtain_iron_chestplate', \"{'diamond_axe'})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 4, 'iron_boots': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 4, 'iron_boots': 1}, {'iron_ingot': 4, 'crafting_table': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 5, 'stick': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'log': 3, 'iron_ingot': 5}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'chest': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'chest': 1, 'minecart': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 5, 'chest': 1, 'hopper': 1}, {'iron_ingot': 5, 'chest': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'redstone': 1, 'chest': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'furnace': 1, 'minecart': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ore': 5, 'gold_ingot': 3}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 5, 'gold_ingot': 3}, {'iron_ore': 5, 'gold_ingot': 3})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'redstone': 1, 'minecart': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'chest': 1, 'cart': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['obtain_iron_door', \"'diamond_axe')\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 1, 'stick': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'oak_planks': 2, 'iron_ingot': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ore': 2, 'gold_ingot': 2}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 2, 'gold_ingot': 2}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 6, 'stick': 2}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 6, 'stick': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 2, 'stick': 1, 'rail': 16})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 6, 'stick': 6}, {'iron_nugget': 18})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 6, 'stick': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'planks': 6, 'stick': 3}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'log': 3, 'white_wool': 3}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'planks': 6, 'white_wool': 3}, {'log': 2})\"]\n",
      "Error parsing ['craft', \"{'stick': 8, 'wool': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'stick': 8, 'leather': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'oak_log': 1, 'sheep': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['1. **mine', \"{'log': 1}, {'diamond_axe': 1})**: Use the diamond axe to mine logs.\"]\n",
      "Error parsing ['2. **craft', \"{'planks': 4}, {'log': 1})**: Craft the mined log into 4 planks.\"]\n",
      "Error parsing [\"This sequence assumes you're starting with only a diamond axe in the inventory and aims to obtain oak stairs by first gathering the necessary raw materials \", 'logs), converting them into planks, and finally crafting the stairs using the planks. The quantities of logs and planks are estimated to cover all needs, including the crafting table and the stairs themselves.']\n",
      "Error parsing ['obtained_item = obtain_sign', 'inventory)']\n",
      "Error parsing [\"You need 5 logs to convert into planks, as you get 4 planks per log and only need 5 planks to craft a boat in Minecraft. The actual planks needed for a boat can vary depending on the Minecraft version and the boat type you're crafting \", 'e.g., specific wood types), so adjust the numbers if needed for particular scenarios.']\n",
      "Error parsing ['- **Step 1:** Mine 1 log using the diamond axe. ', '`mine', \"{'log': 1}, {'diamond_axe': 1})`)\"]\n",
      "Error parsing ['- **Step 2:** Craft 4 planks from the log. ', '`craft', \"{'planks': 4}, {'log': 1})`)\"]\n",
      "Error parsing ['- **Step 3:** Craft 4 bowls from 3 planks. ', '`craft', \"{'bowl': 4}, {'planks': 3})`)\"]\n",
      "Error parsing ['This sequence details the actions to take starting with a diamond axe in the inventory. We first gather wood ', 'log) using the diamond axe to craft a wooden pickaxe. Then, we mine stone with the wooden pickaxe. Finally, using the crafting table, we craft the mined stone into stone stairs.']\n",
      "Error parsing ['', 'Please note an earlier version of this sequence mistakenly included steps to smelt cobblestone into stone, which is not necessary for crafting stone stairs. In Minecraft, cobblestone can directly be used to create stone stairs.)']\n",
      "Error parsing ['- `mine', \"{'log': 3}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'planks': 12}, {'log': 3})`\"]\n",
      "Error parsing ['- `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['- `craft', \"{'wooden_pickaxe': 1}, {'planks': 3, 'stick': 2})`\"]\n",
      "Error parsing ['- `mine', \"{'cobblestone': 3}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'furnace': 1}, {'cobblestone': 8})`\"]\n",
      "Error parsing ['- `smelt', \"{'stone': 3}, {'cobblestone': 3, 'furnace': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'stone_slab': 6}, {'stone': 3})`\"]\n",
      "Error parsing ['5. **Craft a Wooden Pickaxe** ', 'necessary if you don’t already have a pickaxe):']\n",
      "Error parsing ['- Mine 2 additional cobblestone ', 'or as much as needed for your purposes) using the stone pickaxe.']\n",
      "Error parsing [\"- Smelt the cobblestone in a furnace to turn them into stone. You'll need to mine more cobblestone to create a furnace \", '8 cobblestone) and use some fuel ', 'coal, wood, charcoal etc.).']\n",
      "Error parsing ['mine', \"{'coal': x}, {'wooden\"]\n",
      "Error parsing ['- Command: `mine', \"{'log': 1}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- Command: `craft', \"{'planks': 4}, {'log': 1})`\"]\n",
      "Error parsing ['- Command: `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['- Command: `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['- Command: `craft', \"{'wooden_pickaxe': 1}, {'planks': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- Command: `mine', \"{'coal': 1}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['This sequence will ensure that you go from having just a diamond axe to obtaining coal. If your inventory already includes a pickaxe capable of mining coal ', 'wood, stone, iron, diamond, or netherite pickaxe), you can directly mine coal without needing to craft the tools:']\n",
      "Error parsing ['- Command: `mine', \"{'coal': 1}, {'<appropriate_pickaxe>': 1})`\"]\n",
      "Error parsing ['- Action: `mine', \"{'coal': X}, {'diamond_axe': 1})` \", 'replace X with the number of coal you wish to obtain)']\n",
      "Error parsing ['- Mine the coal ore block: `mine', \"{'coal': desired_quantity}, {'diamond_axe': 1})`. The amount of coal \", 'referred to here as `desired_quantity`) is up to how much you need for your purposes.']\n",
      "Error parsing ['Please note in actual gameplay, a pickaxe ', \"wooden or higher) is used to mine coal, and using an axe wouldn't yield the coal. For the sake of this task's simplification, I'm aligning with the provided structure and context.\"]\n",
      "Error parsing ['- `mine', \"{'log': 1}, {'diamond_axe': 1})` to get logs.\"]\n",
      "Error parsing ['- `craft', \"{'planks': 4}, {'log': 1})` to convert log into planks.\"]\n",
      "Error parsing ['- `craft', \"{'stick': 4}, {'planks': 2})` to produce sticks from planks.\"]\n",
      "Error parsing ['4. **Obtain coal ', 'or make charcoal):**']\n",
      "Error parsing ['- To obtain coal: `mine', \"{'coal': 1}, {'diamond_axe': 1})`. Coal can be found mining directly with any pickaxe, but in this plan, we'll simplify as though the diamond axe could accomplish this. This step might more accurately require crafting a pickaxe suitable for coal mining.\"]\n",
      "Error parsing ['- To make charcoal ', 'alternative to finding coal): First ensure you have a furnace. If not, you would need more cobblestone: `mine', \"{'cobblestone': 8}, {'diamond_axe': 1})`, then `craft\", \"{'furnace': 1}, {'cobblestone': 8})`. Next, turn additional logs into charcoal by `smelt\", \"{'charcoal': 1}, {'log': 1, 'planks': 1, 'furnace': 1})`.\"]\n",
      "Error parsing ['- With coal: `craft', \"{'torch': 4}, {'coal': 1, 'stick': 1})`\"]\n",
      "Error parsing ['- With charcoal: `craft', \"{'torch': 4}, {'charcoal': 1, 'stick': 1})`\"]\n",
      "Error parsing ['Assuming you start with access to a diamond axe, the first steps involve gathering and preparing the basic materials ', 'logs, planks, and sticks). You then have a choice for the light source: directly mining coal with an appropriate mining tool or creating charcoal by smelting wood. Finally, combine your light source with sticks to craft torches.']\n",
      "Error parsing ['1. mine', \"{'log': 1}, {'diamond_axe': 1}) - Use the diamond axe to mine 1 log.\"]\n",
      "Error parsing ['2. craft', \"{'planks': 4}, {'log': 1}) - Craft 4 planks from the log.\"]\n",
      "Error parsing ['3. craft', \"{'crafting_table': 1}, {'planks': 4}) - Use the 4 planks to craft a crafting table.\"]\n",
      "Error parsing ['- `mine', \"{'log': 3}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'planks': 12}, {'log': 3})`\"]\n",
      "Error parsing ['- `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['- `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['- `craft', \"{'wooden_pickaxe': 1}, {'planks': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['mine', \"{'log': 1}, inventory)\"]\n",
      "Error parsing ['wooden_hoe = obtain_wooden_hoe', \"{'diamond_axe': 1})\"]\n",
      "Error parsing ['print', '\"You have obtained a:\", wooden_hoe)']\n",
      "Error parsing [\"4. **Mine Cobblestone**: Use the diamond axe, as it's capable of breaking stone blocks \", 'though not recommended for efficiency in the actual game, a wooden pickaxe is usually the first tool crafted for such tasks).']\n",
      "Error parsing ['- `mine', \"{'log': 3}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'planks': 12}, {'log': 3})`\"]\n",
      "Error parsing ['- `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['- `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['- `craft', \"{'wooden_pickaxe': 1}, {'stick': 2, 'planks': 3, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'cobblestone': 3}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'stone_pickaxe': 1}, {'cobblestone': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'log': 3}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'planks': 12}, {'log': 3})`\"]\n",
      "Error parsing ['- `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['- `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['- `craft', \"{'wooden_pickaxe': 1}, {'planks': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'cobblestone': 3}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'stone_pickaxe': 1}, {'cobblestone': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['1. `mine', \"{'log': 3}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['2. `craft', \"{'planks': 12}, {'log': 3})`\"]\n",
      "Error parsing ['3. `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['4. `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['5. `craft', \"{'wooden_pickaxe': 1}, {'planks': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['6. `mine', \"{'cobblestone': 3}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['7. `craft', \"{'stone_pickaxe': 1}, {'cobblestone': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'log': 3}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'planks': 12}, {'log': 3})`\"]\n",
      "Error parsing ['- `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['- `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['5. Mine cobblestone using your diamond axe ', \"though not the ideal tool, it's technically possible).\"]\n",
      "Error parsing ['- `mine', \"{'cobblestone': 1}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'stone_shovel': 1}, {'cobblestone': 1, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['mine', \"{'log': 5}, inventory)\"]\n",
      "Error parsing ['mine', \"{'cobblestone': 3}, inventory)\"]\n",
      "Error parsing ['- craft', \"{'iron_hoe': 1}, {'iron_ingot': 2, 'stick': 2, 'crafting\"]\n",
      "Error parsing ['craft', \"{'iron_hoe': 1}, {'\"]\n",
      "Error parsing ['- `mine', \"{'log': 1}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'planks': 4}, {'log': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['- `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['- First, craft a wooden pickaxe: `craft', \"{'wooden_pickaxe': 1}, {'stick': 2, 'planks': 3, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- Then, use the wooden pickaxe to mine cobblestone: `mine', \"{'cobblestone': 1}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'stone_pickaxe': 1}, {'cobblestone': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'iron_ore': 1}, {'stone_pickaxe': 1})`\"]\n",
      "Error parsing ['- Craft a furnace: `craft', \"{'furnace': 1}, {'cobblestone': 8})`\"]\n",
      "Error parsing ['- Then, smelt the iron ore: `smelt', \"{'iron_ingot': 1}, {'iron_ore': 1, 'furnace': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'iron_shovel': 1}, {'iron_ingot':\"]\n",
      "Error parsing [\"To obtain an iron_shovel in Minecraft given that you already have a 'diamond_axe' in your inventory, follow these sequences of sub-goals \", 'actions):']\n",
      "Error parsing ['- `mine', \"{'log': 1}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'planks': 4}, {'log': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['- `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['5. Use wooden planks and sticks to make a wooden pickaxe ', 'if you want to mine cobblestone directly).']\n",
      "Error parsing ['- `craft', \"{'wooden_pickaxe': 1}, {'planks': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'cobblestone': 3}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'stone_pickaxe': 1}, {'cobblestone': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'iron_ore': 1}, {'stone_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'furnace': 1}, {'cobblestone': 8})`\"]\n",
      "Error parsing ['- `smelt', \"{'iron_ingot': 1}, {'iron_ore': 1, 'furnace': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'iron_shovel': 1}, {'iron_ingot': 1, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['10. **Smelt iron ore into iron ingots**: Place the iron ore into the furnace with an appropriate fuel source ', 'like wood, planks, coal, etc.) to smelt into iron ingots.']\n",
      "Error parsing ['5. mine', \"{'cobblestone': 8}, {'diamond_axe': 1\"]\n",
      "Error parsing ['4. kill', \"{'leather': 4})\"]\n",
      "Error parsing ['print', '\"Collect 4 pieces of leather. Common sources are cows or horses.\")']\n",
      "Error parsing [\"inventory['leather'] = inventory.get\", \"'leather', 0) + 4\"]\n",
      "Error parsing ['mine', \"{'leather': 8}, inventory)\"]\n",
      "Error parsing ['print', '\"Need to find cows, horses, mooshrooms, llamas, or hoglins for leather.\")']\n",
      "Error parsing ['`mine', \"{'log': 3}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['`craft', \"{'planks': 12}, {'log': 3})`\"]\n",
      "Error parsing ['`craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['`craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['`hunt', \"{'leather': 7}, {})` *Note: This step does not conform to the original command limitations but is essential for obtaining leather.*\"]\n",
      "Error parsing ['`craft', \"{'leather_leggings': 1}, {'leather': 7, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'log': 5}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'planks': 20}, {'log': 5})`\"]\n",
      "Error parsing ['- `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['- `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['- `craft', \"{'wooden_pickaxe': 1}, {'planks': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'cobblestone': 11}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'stone_pickaxe': 1}, {'cobblestone': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'iron_ore': 21}, {'stone_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'furnace': 1}, {'cobblestone': 8})`\"]\n",
      "Error parsing ['- `smelt', \"{'iron_ingot': 21}, {'iron_ore': 21, 'furnace': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'iron_leggings': 1}, {'iron_ingot': 7, 'crafting_table': 1})`\"]\n",
      "Error parsing ['smelt', \"{'\"]\n",
      "Error parsing ['iron_helmet_obtained = obtain_iron_helmet', 'inventory)']\n",
      "Error parsing ['print', 'f\"Obtained: {iron_helmet_obtained}\")']\n",
      "Error parsing ['mine', \"{'log': 3}, inventory)\"]\n",
      "Error parsing [\"To obtain iron boots, you would follow a set of steps to first gather and process the necessary materials before crafting the item. Here's a detailed sequence of sub-goals \", 'actions) you can follow, given that you have a diamond axe in your inventory:']\n",
      "Error parsing ['- `mine', \"{'log': 3}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'planks': 12}, {'log': 3})`\"]\n",
      "Error parsing ['- `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['- `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['- `craft', \"{'wooden_pickaxe': 1}, {'planks': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'cobblestone': 11}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'stone_pickaxe': 1}, {'cobblestone': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'iron_ore': 4}, {'stone_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'furnace': 1}, {'cobblestone': 8})`\"]\n",
      "Error parsing ['- `smelt', \"{'iron_ingot': 4}, {'iron_ore': 4, 'furnace': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'iron_boots': 1}, {'iron_ingot': 4, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'log': 6}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'planks': 24}, {'log': 6})`\"]\n",
      "Error parsing ['- `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['- `craft', \"{'stick': 1}, {'planks': 2})`\"]\n",
      "Error parsing ['- `craft', \"{'wooden_pickaxe': 1}, {'stick': 2, 'planks': 3, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'cobblestone': 11}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'stone_pickaxe': 1}, {'cobblestone': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'iron_ore': 1}, {'stone_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'furnace': 1}, {'cobblestone': 8})`\"]\n",
      "Error parsing ['- `smelt', \"{'iron_ingot': 1}, {'iron_ore': 1, 'furnace': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'shield': 1}, {'iron_ingot': 1, 'planks': 6, 'stick': 1,\"]\n",
      "Error parsing ['1. `mine', \"{'log': 3}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['2. `craft', \"{'planks': 12}, {'log': 3})`\"]\n",
      "Error parsing ['3. `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['4. `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['5. `craft', \"{'wooden_pickaxe': 1}, {'planks': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['6. `mine', \"{'cobblestone': 11}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['7. `craft', \"{'stone_pickaxe': 1}, {'cobblestone': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['8. `mine', \"{'iron_ore': 6}, {'stone_pickaxe': 1})`\"]\n",
      "Error parsing ['9. `craft', \"{'furnace': 1}, {'cobblestone': 8})`\"]\n",
      "Error parsing ['10. `smelt', \"{'\"]\n",
      "Error parsing ['mine', \"{'log': 3}, inventory)\"]\n",
      "Error parsing ['craft', \"{'furnace': 1}, {'\"]\n",
      "Error parsing ['The sequence starts with acquiring basic materials like logs for crafting tables, planks, and sticks. It includes crafting tools ', 'a stone pickaxe), which are necessary for mining more advanced materials like iron ore. The iron ore is smelted into iron ingots, which are then used to craft the components of the hopper minecart: the minecart itself, and the hopper. Finally, these components are combined to create the hopper minecart.']\n",
      "Error parsing ['- mine', \"{'iron_ore': 15}, {'stone_pickaxe': 1})  // 5 for hopper, 5 for minecart, extra for tools as needed\"]\n",
      "Error parsing ['- craft', \"{'minecart': 1}, {'iron_ingot': 5, '\"]\n",
      "Error parsing ['5. **Craft Wooden Pickaxe** ', 'Using sticks and planks)']\n",
      "Error parsing ['7. **Craft Stone Pickaxe** ', 'Upgrade for efficiency)']\n",
      "Error parsing ['1. `mine', \"{'log': 3}, inventory)`\"]\n",
      "Error parsing ['2. `craft', \"{'planks': 12}, {'log': 3})`\"]\n",
      "Error parsing ['3. `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['4. `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['5. `craft', \"{'wooden_pickaxe': 1}, {'planks': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['6. `mine', \"{'cobblestone': 11}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['7. `craft', \"{'stone_pickaxe': 1}, {'cobblestone': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['8. `mine', \"{'iron_ore': 5}, {'stone_pickaxe': 1})`  \", 'Extra for smelting)']\n",
      "Error parsing ['9. `smelt', \"{'iron_ingot': 5}, {'iron_ore': 5, 'furnace': 1})`\"]\n",
      "Error parsing ['10. `craft', \"{'furnace': 1}, {'cobblestone': 8, 'crafting_table': 1})`\"]\n",
      "Error parsing ['11. `craft', \"{'minecart': 1}, {'iron_ingot': 5, 'crafting_table': 1})`\"]\n",
      "Error parsing ['12. `craft', \"{'furnace_minecart': 1}, {'furnace': 1, 'minecart': 1, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- Use the wooden pickaxe to mine stone ', 'cobblestone).']\n",
      "Error parsing ['9. craft', \"{'\"]\n",
      "Error parsing ['- `mine', \"{'log': 3}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'planks': 12}, {'log': 3})`\"]\n",
      "Error parsing ['- `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['- `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['- `craft', \"{'wooden_pickaxe': 1}, {'planks': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'cobblestone': 11}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'stone_pickaxe': 1}, {'cobblestone': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'iron_ore': 5}, {'stone_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'furnace': 1}, {'cobblestone': 8})`\"]\n",
      "Error parsing ['- `smelt', \"{'iron_ingot': 5}, {'iron_ore': 5, 'furnace': 1})`\"]\n",
      "Error parsing ['- This sequence assumes you will acquire some mining and smelting materials ', 'like cobblestone for the furnace and fuel for smelting) through general gameplay actions not explicitly detailed here.']\n",
      "Error parsing [\"Given your starting inventory, here's the sequence of sub-goals \", 'actions) you can take to achieve your goal based on the items you have and the items you need to obtain:']\n",
      "Error parsing ['1. `mine', \"{'log': 8}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['2. `craft', \"{'planks': 32}, {'log': 8})`\"]\n",
      "Error parsing ['3. `craft', \"{'stick': 8}, {'planks': 4})`\"]\n",
      "Error parsing ['4. `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['5. `mine', \"{'cobblestone': 8}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['6. `craft', \"{'furnace': 1}, {'cobblestone': 8})`\"]\n",
      "Error parsing ['7. `mine', \"{'iron_ore': 5}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['8. `smelt', \"{'iron_ingot': 5}, {'iron_ore': 5, 'furnace': 1})`\"]\n",
      "Error parsing ['9. `craft', \"{'minecart': 1}, {'iron_ingot': 5, 'crafting_table': 1})`\"]\n",
      "Error parsing ['10. `craft', \"{'chest': 1}, {'planks': 8,\"]\n",
      "Error parsing ['By following these sub-goals ', 'actions) in order, you will obtain a chest_minecart. Remember that the availability of some resources might require additional or fewer steps depending on your current world and what you have already gathered or crafted.']\n",
      "Error parsing ['- `mine', \"{'log': 8}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'planks': 32}, {'log': 8})`\"]\n",
      "Error parsing ['3. Craft sticks from some of the planks ', \"you'll need sticks for tools and crafting tables):\"]\n",
      "Error parsing ['- `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['- `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['5. Craft a wooden pickaxe using planks and sticks ', 'so you can mine stone):']\n",
      "Error parsing ['- `craft', \"{'wooden_pickaxe': 1}, {'planks': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'cobblestone': 11}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'stone_pickaxe': 1}, {'cobblestone': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'iron_ore': 5}, {'stone_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'furnace': 1}, {'cobblestone': 8})`\"]\n",
      "Error parsing ['- `smelt', \"{'iron_ingot': 5}, {'iron_ore': 5, 'furnace': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'minecart': 1}, {'iron_ingot': 5, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'chest': 1}, {'planks': 8, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'chest_minecart': 1}, {'mine\"]\n",
      "Error parsing [\"This sequence of actions assumes a basic level of familiarity with Minecraft's crafting and smelting mechanics. You need to place the crafting table to use it, and similarly, you need to use the furnace by placing it on the ground. The quantities specified \", 'e.g., the number of logs, planks, sticks, cobblestones, and iron ores) are based on the assumption of starting from scratch, without other resources but the diamond axe.']\n",
      "Error parsing [\"To obtain an iron_door in Minecraft, assuming you have a 'diamond_axe' in your inventory, you can follow the sequences of sub-goals \", 'actions) detailed below:']\n",
      "Error parsing ['', 'Only 1 plank is needed for the tripwire hook, but 1 log gives 4 planks)']\n",
      "Error parsing ['', 'Only 1 stick is needed for the tripwire hook)']\n",
      "Error parsing ['- ', 'If not yet crafted) mine', \"{'cobblestone': 8}, {'stone_pickaxe': 1})\"]\n",
      "Error parsing ['- smelt', \"{'iron_ingot': 1}, {'iron_\"]\n",
      "Error parsing ['craft', \"{'planks': 16\"]\n",
      "Error parsing ['smelt', \"{'iron_ingot': 2}, {'iron_ore': 2,\"]\n",
      "Error parsing ['4. **Craft Wooden Pickaxe**: Use planks and sticks ', 'crafted from planks) to make a wooden pickaxe.']\n",
      "Error parsing ['1. `mine', \"{'log': 3}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['2. `craft', \"{'planks': 12}, {'log': 3})`\"]\n",
      "Error parsing ['3. `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['4. `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['5. `craft', \"{'wooden_pickaxe': 1}, {'planks': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['6. `mine', \"{'cobblestone': 11}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['7. `craft', \"{'stone_pickaxe': 1}, {'cobblestone': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['8. `mine', \"{'iron_ore': 3}, {'stone_pickaxe': 1})`\"]\n",
      "Error parsing ['9. `craft', \"{'furnace': 1}, {'cobblestone': 8})`\"]\n",
      "Error parsing ['10. `smelt', \"{'iron_ingot': 2}, {'iron_ore': 2, 'furnace': 1})`\"]\n",
      "Error parsing ['11. `craft', \"{'heavy_weighted_pressure_plate': 1}, {'iron_ingot': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'log': 1}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'planks': 4}, {'log': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['- `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['- `craft', \"{'wooden_pickaxe': 1}, {'stick': 2, 'planks': 3, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- **Mine cobblestone ', 'with wooden pickaxe):**']\n",
      "Error parsing ['- `mine', \"{'cobblestone': 3}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['6. **Craft a stone pickaxe ', 'to efficiently mine iron ore later):**']\n",
      "Error parsing ['- `craft', \"{'stone_pickaxe': 1}, {'cobblestone': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'iron_ore': 6}, {'stone_pickaxe': 1})`\"]\n",
      "Error parsing ['- ', 'Note: You need at least 6 iron ore to make 16 rails, the smallest batch size.)']\n",
      "Error parsing ['- `mine', \"{'cobblestone': 8}, {'stone_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'furnace': 1}, {'cobblestone': 8})`\"]\n",
      "Error parsing ['- `smelt', \"{'iron_ingot': 6}, {'iron_ore': 6, 'furnace': 1})`\"]\n",
      "Error parsing ['11. **Obtain more logs for sticks ', 'necessary for crafting rails):**']\n",
      "Error parsing ['- `mine', \"{'log': 1}, {'diamond_axe': 1\"]\n",
      "Error parsing ['- `mine', \"{'log': 7}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'planks': 28}, {'log': 7})`\"]\n",
      "Error parsing ['- `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['- `craft', \"{'stick': 8}, {'planks': 4})`\"]\n",
      "Error parsing ['- `craft', \"{'wooden_pickaxe': 1}, {'planks': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'cobblestone': 13}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'stone_pickaxe': 1}, {'cobblestone': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'iron_ore': 21}, {'stone_pickaxe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'furnace': 1}, {'cobblestone': 8})`\"]\n",
      "Error parsing ['- `smelt', \"{'iron_ingot': 21}, {'iron_ore': 21, 'furnace': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'cauldron': 1}, {'iron_ingot': 7, 'crafting_table': 1})`\"]\n",
      "Error parsing ['inventory.update', \"{'wool': 3})\"]\n",
      "Error parsing ['mine', \"{'wool': 3}, inventory)\"]\n",
      "Error parsing ['To obtain a carpet in Minecraft, you generally need wool, which can be crafted into carpets. Assuming you start with a diamond axe in your inventory, you might want to first gather some wool by shearing sheep. Since using commands like \"shear\" or \"collect\" are not specified options, we\\'ll navigate through the given commands ', 'mine, craft, smelt) to set up a baseline for obtaining wool and then crafting it into a carpet.']\n",
      "Error parsing ['- `mine', \"{'log': 3}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'planks': 12}, {'log': 3})`\"]\n",
      "Error parsing ['- `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['- `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['- `mine', \"{'wool': 2}, {})` \", 'Assuming you somehow directly gather wool within the constraints of our command options.)']\n",
      "Error parsing ['- `craft', \"{'carpet': 3}, {'wool': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['This sequence of actions assumes some liberties with the constraints given ', 'specifically on how wool is obtained) but follows the logic of using the provided commands to ultimately craft a carpet. Note that in a real Minecraft scenario, obtaining wool would directly involve shearing sheep with shears or killing sheep.']\n",
      "Error parsing ['To obtain a carpet in Minecraft, you must first have wool, which can then be crafted into carpet. Below is a sequence of actions ', \"sub-goals) assuming you start with a 'diamond_axe' in your inventory and need to collect and craft everything from the environment:\"]\n",
      "Error parsing ['1. **mine', \"{'log': 3}, {'diamond_axe': 1})**\"]\n",
      "Error parsing ['2. **craft', \"{'planks': 12}, {'log': 3})**\"]\n",
      "Error parsing ['3. **craft', \"{'crafting_table': 1}, {'planks': 4})**\"]\n",
      "Error parsing ['a. **craft', \"{'stick': 4}, {'planks': 2})**\"]\n",
      "Error parsing ['b. **mine', \"{'cobblestone': 3}, {'diamond_axe': 1})**\"]\n",
      "Error parsing ['- Use the diamond axe ', 'though not an optimal tool for this, it works) to mine cobblestone. Normally, a pickaxe is used.']\n",
      "Error parsing ['c. **craft', \"{'stone_pickaxe': 1}, {'cobblestone': 3, 'stick': 2, 'crafting_table': 1})**\"]\n",
      "Error parsing ['d. **mine', \"{'iron_ore': 2}, {'stone_pickaxe': 1})**\"]\n",
      "Error parsing ['e. **craft', \"{'furnace': 1}, {'cobblestone': 8})**\"]\n",
      "Error parsing ['- Use additional cobblestone to craft a furnace. ', 'This step assumes you mined more cobblestone than listed.)']\n",
      "Error parsing ['f. **smelt', \"{'iron_ingot': 2}, {'iron_ore': 2, 'furnace': 1})**\"]\n",
      "Error parsing ['g. **craft', \"{'shears': 1}, {'iron_ingot': 2})**\"]\n",
      "Error parsing ['5. **Mine More Logs for Leather ', 'Using Cow)**:']\n",
      "Error parsing ['inventory.update', \"{'leather': 1})\"]\n",
      "Error parsing ['- `mine', \"{'log': 1}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'planks': 4}, {'log': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'stick': 4}, {'planks': 2})`\"]\n",
      "Error parsing ['- `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['- `kill', \"{'raw_porkchop': N}, {'weapon': 1})` where N is the number of raw porkchops you need and `weapon` could be any tool, but this command does not officially exist in this context.\"]\n",
      "Error parsing ['- `mine', \"{'log': 3}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- `craft', \"{'planks': 12}, {'log': 3})`\"]\n",
      "Error parsing ['8. Craft a furnace with cobblestone ', 'assuming you already have or obtain cobblestone):']\n",
      "Error parsing ['- `craft', \"{'wooden_pickaxe': 1}, {'planks': 3, 'stick': 2, 'crafting_table': 1})`\"]\n",
      "Error parsing ['- `mine', \"{'cobblestone': 8}, {'wooden_pickaxe': 1})`\"]\n",
      "Error parsing ['- Then, `craft', \"{'furnace': 1}, {'cobblestone': 8})`\"]\n",
      "Error parsing ['- `smelt', \"{'cooked_porkchop': N}, {'raw_porkchop': N, 'furnace': 1})` where\"]\n",
      "Error parsing [\"- Initially, there is a need to obtain a source of porkchop. This usually involves finding and killing pigs in the game. Since you have a diamond axe, it can be used effectively for this purpose. However, the action for killing animals or collecting dropped items isn't listed in the given commands \", 'mine, craft, smelt), so we will assume that you can gather porkchop through exploration and using your diamond axe on pigs.']\n",
      "Error parsing ['- Command: `mine', \"{'log': 3}, {'diamond_axe': 1})`\"]\n",
      "Error parsing ['- Command: `craft', \"{'planks': 12}, {'log': 3})`\"]\n",
      "Error parsing ['- Command: `craft', \"{'crafting_table': 1}, {'planks': 4})`\"]\n",
      "Error parsing ['5. **Mine Cobblestone** ', \"If you don't have a furnace already):\"]\n",
      "Error parsing ['- Command: `mine', \"{'cobblestone': 8}, {'diamond_axe': 1})` \", 'Assuming the diamond axe can also be used loosely for basic mining in this abstraction)']\n",
      "Error parsing ['- Command: `craft', \"{'furnace': 1}, {'cobblestone': 8})`\"]\n",
      "Error parsing ['- Finally, use the furnace to cook the porkchop. Assuming you have obtained porkchop and some form of fuel ', 'which could be leftover wood planks, sticks, or coal), use these to cook the porkchop.']\n",
      "Error parsing ['- Command: `smelt', \"{'cooked_pork\"]\n",
      "Error parsing ['To obtain cooked_mutton, the following sequence of sub-goals ', 'actions) would need to be executed:']\n",
      "Error parsing ['This sequence assumes that planks and sticks are used not only for their direct use in crafting but also to fuel the furnace for smelting, hence no specific collection of fuel is listed here. In a real scenario, ensure you have enough fuel ', 'like planks or coal) for the furnace to smelt items.']\n",
      "Error parsing ['mine', \"{'iron_ore': 3}, inventory)\"]\n",
      "Error parsing [\"To obtain a diamond, you typically have to mine it with an iron pickaxe or a pickaxe of higher quality. Since you have a diamond axe, we'll focus on the steps assuming you're starting from that point and aim to mine diamonds. Diamonds are found in the underground layers \", \"usually below layer 16) in the Overworld. Here's a basic plan:\"]\n",
      "Error parsing ['1. **Prepare an Iron Pickaxe ', \"if you don't already have one suitable for mining diamonds):**\"]\n",
      "Error parsing ['- After preparing an iron pickaxe, descend to the level where diamonds can be found ', 'below layer 16) in the Overworld. Diamonds are most commonly found near layers 5 to 12.']\n",
      "Error parsing ['mine', \"{'cobblestone': 3}, {'wooden_pickaxe':\"]\n",
      "Error parsing ['obtain_iron_pickaxe', 'inventory)']\n",
      "Error parsing ['- Use an iron pickaxe or higher ', 'diamond or netherite pickaxe) to mine diamond ores found deep underground in the Overworld, typically between levels 5-16.']\n",
      "Error parsing [\"Given your inventory contains a 'diamond_axe', you are already equipped to mine diamond ores directly because an axe, although not ideal for mining ores, indicates you may have access to or the capability to craft the necessary tools for mining diamonds. However, it's important to create the right tool for the job, which in this case is an iron pickaxe or better. Since you already have a tool capable of mining diamonds \", 'assuming you have or can create an iron pickaxe based on your progression), the detailed step-by-step subgoals are focused on ensuring you reach the diamond ore layers safely and effectively mine the ores.']\n",
      "Error parsing ['Here is a simplified sequence, assuming you are prepared to mine ', 'e.g., have an iron pickaxe or are capable of obtaining one):']\n",
      "Error parsing ['2. **Mine down to diamond level ', 'Y-level 5-16):**']\n",
      "Error parsing [\"- Dig a staircase down to bedrock to reach these levels, keeping track of your Y-coordinate using the game's debug screen \", 'F3 key on PC).']\n",
      "Error parsing ['mine', \"{'log': 3, 'iron_ingot': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'coal': 1, 'stick': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'coal': 1, 'stick': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'coal': 1, 'log': 2}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['obtain_wooden_sword', \"{'diamond_axe'})\"]\n",
      "Error parsing ['craft', \"{'stick': 2, 'planks': 3}, {'cobblestone': 3})\"]\n",
      "Error parsing ['mine', \"{'log': 2, 'cobblestone': 2}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ore': 3, 'sand': 3}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 3, 'bucket': 1}, {'iron_ingot': 3, 'crafting_table': 1})\"]\n",
      "Error parsing ['mine', \"{'wool': 2, 'iron_ingot': 1}, {'iron_pickaxe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot', 3}, {'log': 2, 'diamond_axe': 1})\"]\n",
      "Error parsing ['sub_goals.append', 'mine', \"{'cobblestone': 11}, {'diamond_axe': 1}))\"]\n",
      "Error parsing ['sub_goals.append', 'craft', \"{'stone_pickaxe': 1}, {'cobblestone': 3}))\"]\n",
      "Error parsing ['sub_goals.append', 'mine', \"{'iron_ore': 3}, {'stone_pickaxe': 1}))\"]\n",
      "Error parsing ['sub_goals.append', 'smelt', \"{'iron_ingot': 3}, {'iron_ore': 3}))\"]\n",
      "Error parsing ['sub_goals.append', 'craft', \"{'iron_pickaxe': 1}, {'iron_ingot': 3, 'stick': 2}))\"]\n",
      "Error parsing ['sub_goals = obtain_iron_pickaxe', \"{'diamond_axe'})\"]\n",
      "Error parsing ['print', 'sub_goals)']\n",
      "Error parsing ['craft', \"{'iron_ingot': 2, 'stick': 1, 'crafting_table': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 24, 'coal': 2, 'diamond': 8}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 7, 'iron_leggings': 1}, {'iron_ingot': 7, 'crafting_table': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 7, 'stick': 4}, {'iron_leggings': 1, 'crafting_table': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 7, 'iron_leggings': 1}, {'iron_ingot': 7})\"]\n",
      "Error parsing ['mine', \"{'iron_ore': 5, 'coal': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['smelt', \"{'iron_ingot': 5, 'coal': 1}, {'iron_ore': 5})\"]\n",
      "Error parsing ['mine', \"{'log': 1, 'iron_ingot': 6}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'coal': 1, 'iron_ore': 6}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'coal': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 5, 'minecart': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'chest': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'chest': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 5, 'chest': 1}, {'iron_ingot': 5, 'chest': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'chest': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'chest': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ore': 5, 'chest': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 5, 'chest_minecart': 1}, {'iron_ore': 5, 'chest': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'chest': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'chest': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 5, 'chest': 1, 'minecart': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 10, 'chest': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_nugget': 2, 'iron_ingot': 5}, {'iron_ingot': 5})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'chest': 1, 'minecart': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 10, 'chest': 1, 'minecart': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'chest': 1, 'minecart': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'redstone': 1, 'iron_ingot': 3}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'furnace': 1, 'minecart': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ore': 5, 'coal': 2}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'chest': 1, 'furnace': 1, 'redstone': 3}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'chest': 1, 'coal': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'coal': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'log': 5, 'iron_ingot': 1, 'chest': 1, 'minecart': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 1, 'chest_minecart': 1}, {'iron_ingot': 1, 'chest': 1, 'minecart': 1})\"]\n",
      "Error parsing ['mine', \"{'log': 5, 'iron_ingot': 1, 'chest': 1, 'minecart': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'chest': 1, 'minecart': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 6, 'chest': 1, 'minecart': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 5, 'chest': 1, 'minecart': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 6, 'iron_door': 1}, {'iron_ingot': 6, 'crafting_table': 1})\"]\n",
      "Error parsing ['mine', \"{'cobweb': 2, 'oak_planks': 1, 'iron_ingot': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 1, 'stick': 1, 'wood_planks': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 2, 'stick': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 1, 'stick': 1, 'wooden_plank': 1}, {'iron_ingot': 2, 'stick': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 1, 'stick': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 1, 'stick': 1}, {'iron_ingot': 1, 'stick': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 6, 'stick': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 6, 'stick': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 6, 'stick': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 6, 'stick': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ore': 6, 'stick': 3}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 6, 'sticks': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 6, 'iron_nugget': 6}, {'iron_ingot': 6})\"]\n",
      "Error parsing ['mine', \"{'iron_ore': 6, 'stick': 6}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 6, 'stick': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_ingot': 6, 'stick': 1, 'iron_nugget': 6}, {'iron_nugget': 6, 'stick': 1})\"]\n",
      "Error parsing ['mine', \"{'iron_ingot': 6, 'stick': 1}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'iron_nugget': 6, 'stick': 1}, {'iron_ingot': 6})\"]\n",
      "Error parsing ['craft', \"{'iron_nugget': 12, 'stick': 2}, {'iron_nugget': 6, 'stick': 1})\"]\n",
      "Error parsing ['craft', \"{'leather': 1, 'stick': 8}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['craft', \"{'leather': 1, 'sticks': 8}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['obtain_item_frame', 'inventory)']\n",
      "Error parsing ['mine', \"{'log': 5, 'cobblestone': 3}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'log': 5, 'coal': 2}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'oak_log': 1, 'cobblestone': 7}, {'diamond_axe': 1})\"]\n",
      "Error parsing ['mine', \"{'diamond_ore': 2, 'iron_pickaxe': 1}, {'iron_pickaxe': 1})\"]\n"
     ]
    }
   ],
   "source": [
    "from collections import defaultdict\n",
    "\n",
    "model = OneShotOpenAILLM(api_key=api_key, model=model_name)\n",
    "\n",
    "with open(\"data/results.json\", \"r\") as f:\n",
    "    results = json.load(f)\n",
    "\n",
    "success = 0\n",
    "errors = defaultdict(int)\n",
    "# plan_length = []\n",
    "one_shot_data = []\n",
    "for r in results:\n",
    "    plan = model.parse_generated_plan(r[\"generation\"])\n",
    "    suc, err, A = evaluate_generated_plan(plan, TECH_TREE)\n",
    "    if suc:\n",
    "        success += 1\n",
    "        # plan_length.append((len(r[\"plan\"]), len(gold_plan)))\n",
    "    else:\n",
    "        errors[err] += 1\n",
    "\n",
    "    one_shot_data.append(\n",
    "        {\n",
    "            \"target\": r[\"target\"],\n",
    "            \"group\": r[\"group\"],\n",
    "            \"success\": suc,\n",
    "            \"error\": err,\n",
    "            \"plan\": r[\"plan\"],\n",
    "            \"gold_plan\": r[\"gold_plan\"],\n",
    "            \"plan_length\": len(r[\"plan\"]),\n",
    "            \"gold_plan_length\": len(r[\"gold_plan\"]),\n",
    "            \"missing\": A,\n",
    "            \"model\": r[\"model\"],\n",
    "            \"tokens_used\": r[\"tokens_used\"],\n",
    "        }\n",
    "    )\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Reactive Planning"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "How to obtain planks?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 successful\n",
      "Step 1 successful\n",
      "How to obtain stick?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 successful\n",
      "Step 1 successful\n",
      "Step 2 successful\n",
      "How to obtain wooden_slab?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_materials {'planks'}\n",
      "Step 0 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 successful\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "How to obtain wooden_button?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 successful\n",
      "Step 1 failed: missing_materials {'planks'}\n",
      "Step 1 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1}\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "How to obtain wooden_pressure_plate?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_materials {'planks'}\n",
      "Step 0 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: unknown_item wood\n",
      "Step 1 observation: ERROR: unknown_item wood\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: unknown_item logs\n",
      "Step 2 observation: ERROR: unknown_item logs\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "How to obtain chest?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 successful\n",
      "Step 1 successful\n",
      "Step 2 failed: missing_tools {'crafting_table'}\n",
      "Step 2 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 7, 'planks': 4}\n",
      "Step 3 failed: insufficient_materials planks\n",
      "Step 3 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 7, 'planks': 4}\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "How to obtain oak_stairs?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 successful\n",
      "Step 1 successful\n",
      "Step 2 successful\n",
      "How to obtain sign?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 successful\n",
      "Step 1 successful\n",
      "Step 2 successful\n",
      "Step 3 failed: insufficient_materials planks\n",
      "Step 3 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1}\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 successful\n",
      "Step 7 failed: insufficient_materials planks\n",
      "Step 7 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'crafting_table': 1, 'stick': 4}\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "Step 10 successful\n",
      "How to obtain fence?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 successful\n",
      "Step 1 successful\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "Step 4 failed: insufficient_materials planks\n",
      "Step 4 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4, 'crafting_table': 1}\n",
      "Step 5 successful\n",
      "Step 6 successful\n",
      "Step 7 successful\n",
      "Step 8 successful\n",
      "How to obtain fence_gate?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 successful\n",
      "Step 1 successful\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "How to obtain boat?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'crafting_table'}\n",
      "Step 0 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'planks'}\n",
      "Step 1 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "How to obtain trapdoor?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: unknown_item wood\n",
      "Step 0 observation: ERROR: unknown_item wood\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 successful\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "How to obtain bowl?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'crafting_table'}\n",
      "Step 0 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'planks'}\n",
      "Step 1 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 failed: insufficient_materials planks\n",
      "Step 5 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1}\n",
      "Step 6 successful\n",
      "Step 7 successful\n",
      "Step 8 successful\n",
      "How to obtain stone_stairs?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 0 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'stick', 'planks'}\n",
      "Step 1 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 failed: insufficient_materials planks\n",
      "Step 5 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 2, 'stick': 4}\n",
      "Step 6 successful\n",
      "Step 7 successful\n",
      "Step 8 successful\n",
      "Step 9 failed: insufficient_materials planks\n",
      "Step 9 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 2, 'stick': 4, 'crafting_table': 1}\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 successful\n",
      "Step 13 successful\n",
      "Step 14 failed: insufficient_materials cobblestone\n",
      "Step 14 observation: ERROR: insufficient_materials cobblestone\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 3, 'stick': 2, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 4}\n",
      "Step 15 failed: insufficient_materials cobblestone\n",
      "Step 15 observation: ERROR: insufficient_materials cobblestone\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 3, 'stick': 2, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 4}\n",
      "Step 16 successful\n",
      "Step 17 failed: insufficient_materials cobblestone\n",
      "Step 17 observation: ERROR: insufficient_materials cobblestone\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 3, 'stick': 2, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 5}\n",
      "Step 18 successful\n",
      "Step 19 successful\n",
      "How to obtain stone_slab?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 0 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'stick', 'planks'}\n",
      "Step 1 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 failed: insufficient_materials planks\n",
      "Step 6 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 2, 'stick': 4, 'crafting_table': 1}\n",
      "Step 7 successful\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 successful\n",
      "Step 13 failed: missing_tools {'crafting_table'}\n",
      "Step 13 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 3, 'stick': 0, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 1, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 14 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 14 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 3, 'stick': 0, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 1, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 15 failed: insufficient_materials stick\n",
      "Step 15 observation: ERROR: insufficient_materials stick\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'stick': 0, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 1, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 16 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 16 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'stick': 0, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 1, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 17 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 17 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'stick': 0, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 1, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 18 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 18 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'stick': 0, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 1, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 19 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 19 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'stick': 0, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 1, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "How to obtain cobblestone_wall?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 0 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'stick', 'planks'}\n",
      "Step 1 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 failed: insufficient_materials planks\n",
      "Step 6 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 2, 'stick': 4, 'crafting_table': 1}\n",
      "Step 7 successful\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "Step 10 successful\n",
      "Step 11 failed: missing_tools {'crafting_table'}\n",
      "Step 11 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 3, 'stick': 2, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 6}\n",
      "Step 12 failed: missing_tools {'crafting_table'}\n",
      "Step 12 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 3, 'stick': 2, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 6}\n",
      "Step 13 failed: insufficient_materials planks\n",
      "Step 13 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 3, 'stick': 2, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 6}\n",
      "Step 14 successful\n",
      "Step 15 successful\n",
      "Step 16 failed: missing_tools {'crafting_table'}\n",
      "Step 16 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 3, 'stick': 2, 'crafting_table': 2, 'wooden_pickaxe': 1, 'cobblestone': 6}\n",
      "Step 17 failed: missing_tools {'crafting_table'}\n",
      "Step 17 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 3, 'stick': 2, 'crafting_table': 2, 'wooden_pickaxe': 1, 'cobblestone': 6}\n",
      "Step 18 failed: missing_tools {'crafting_table'}\n",
      "Step 18 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 3, 'stick': 2, 'crafting_table': 2, 'wooden_pickaxe': 1, 'cobblestone': 6}\n",
      "Step 19 failed: missing_tools {'crafting_table'}\n",
      "Step 19 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 3, 'stick': 2, 'crafting_table': 2, 'wooden_pickaxe': 1, 'cobblestone': 6}\n",
      "How to obtain lever?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 0 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 1 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_materials {'stick', 'planks'}\n",
      "Step 2 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_materials {'log'}\n",
      "Step 3 observation: ERROR: missing_materials {'log'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 successful\n",
      "Step 7 failed: insufficient_materials planks\n",
      "Step 7 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4}\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 successful\n",
      "How to obtain stone?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 0 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'stick', 'planks'}\n",
      "Step 1 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_materials {'stick', 'planks'}\n",
      "Step 2 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 failed: insufficient_materials planks\n",
      "Step 6 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4}\n",
      "Step 7 successful\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 failed: action_type_mismatch mine\n",
      "Step 12 observation: ERROR: action_type_mismatch mine\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 7, 'stick': 0, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1}\n",
      "Step 13 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 13 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 7, 'stick': 0, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1}\n",
      "Step 14 failed: insufficient_materials stick\n",
      "Step 14 observation: ERROR: insufficient_materials stick\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 4, 'stick': 0, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1}\n",
      "Step 15 successful\n",
      "Step 16 successful\n",
      "Step 17 failed: insufficient_materials planks\n",
      "Step 17 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 2, 'stick': 4, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1}\n",
      "Step 18 successful\n",
      "Step 19 successful\n",
      "How to obtain stone_pressure_plate?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: unknown_item smooth_stone\n",
      "Step 0 observation: ERROR: unknown_item smooth_stone\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'stone'}\n",
      "Step 1 observation: ERROR: missing_materials {'stone'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 2 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 3 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 4 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 5 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 5 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 6 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 6 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 7 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 7 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 8 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 8 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 9 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 9 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 10 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 10 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 11 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 11 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 12 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 12 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 13 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 13 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 14 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 14 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 15 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 15 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 16 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 16 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 17 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 17 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 18 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 18 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 19 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 19 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "How to obtain coal?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: unknown_item coal_ore\n",
      "Step 0 observation: ERROR: unknown_item coal_ore\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: parsing_error {}\n",
      "Step 1 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: parsing_error {}\n",
      "Step 2 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: unknown_item coal_ore\n",
      "Step 3 observation: ERROR: unknown_item coal_ore\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 failed: parsing_error {}\n",
      "Step 4 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 5 failed: parsing_error {}\n",
      "Step 5 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 6 failed: unknown_item coal_ore\n",
      "Step 6 observation: ERROR: unknown_item coal_ore\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 7 failed: parsing_error {}\n",
      "Step 7 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 8 failed: parsing_error {}\n",
      "Step 8 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 9 failed: unknown_item coal_ore\n",
      "Step 9 observation: ERROR: unknown_item coal_ore\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 10 failed: parsing_error {}\n",
      "Step 10 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 11 failed: parsing_error {}\n",
      "Step 11 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 12 failed: unknown_item coal_ore\n",
      "Step 12 observation: ERROR: unknown_item coal_ore\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 13 failed: parsing_error {}\n",
      "Step 13 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 14 failed: parsing_error {}\n",
      "Step 14 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 15 failed: unknown_item coal_ore\n",
      "Step 15 observation: ERROR: unknown_item coal_ore\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 16 failed: parsing_error {}\n",
      "Step 16 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 17 failed: parsing_error {}\n",
      "Step 17 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 18 failed: unknown_item coal_ore\n",
      "Step 18 observation: ERROR: unknown_item coal_ore\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 19 failed: parsing_error {}\n",
      "Step 19 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "How to obtain torch?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: action_type_mismatch mine\n",
      "Step 0 observation: ERROR: action_type_mismatch mine\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: action_type_mismatch mine\n",
      "Step 1 observation: ERROR: action_type_mismatch mine\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_materials {'stick', 'planks'}\n",
      "Step 2 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 failed: insufficient_materials planks\n",
      "Step 6 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 2, 'stick': 4}\n",
      "Step 7 successful\n",
      "Step 8 successful\n",
      "Step 9 failed: insufficient_materials planks\n",
      "Step 9 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 2, 'stick': 4, 'crafting_table': 1}\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 failed: action_type_mismatch mine\n",
      "Step 12 observation: ERROR: action_type_mismatch mine\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 3, 'stick': 2, 'crafting_table': 1, 'wooden_pickaxe': 1}\n",
      "Step 13 successful\n",
      "Step 14 failed: missing_tools {'crafting_table'}\n",
      "Step 14 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 1, 'stick': 6, 'crafting_table': 1, 'wooden_pickaxe': 1}\n",
      "Step 15 failed: missing_materials {'coal', 'stick'}\n",
      "Step 15 observation: ERROR: missing_materials {'coal', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 1, 'stick': 6, 'crafting_table': 1, 'wooden_pickaxe': 1}\n",
      "Step 16 failed: action_type_mismatch mine\n",
      "Step 16 observation: ERROR: action_type_mismatch mine\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 1, 'stick': 6, 'crafting_table': 1, 'wooden_pickaxe': 1}\n",
      "Step 17 failed: action_type_mismatch mine\n",
      "Step 17 observation: ERROR: action_type_mismatch mine\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 1, 'stick': 6, 'crafting_table': 1, 'wooden_pickaxe': 1}\n",
      "Step 18 failed: missing_tools {'crafting_table'}\n",
      "Step 18 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 1, 'stick': 6, 'crafting_table': 1, 'wooden_pickaxe': 1}\n",
      "Step 19 failed: missing_materials {'coal', 'stick'}\n",
      "Step 19 observation: ERROR: missing_materials {'coal', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 1, 'stick': 6, 'crafting_table': 1, 'wooden_pickaxe': 1}\n",
      "How to obtain crafting_table?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_materials {'planks'}\n",
      "Step 0 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'log'}\n",
      "Step 1 observation: ERROR: missing_materials {'log'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "How to obtain wooden_pickaxe?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 successful\n",
      "Step 1 successful\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "Step 4 failed: insufficient_materials planks\n",
      "Step 4 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 2, 'stick': 4, 'crafting_table': 1}\n",
      "Step 5 successful\n",
      "Step 6 successful\n",
      "Step 7 successful\n",
      "How to obtain wooden_axe?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_materials {'stick', 'planks'}\n",
      "Step 0 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 successful\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "How to obtain wooden_hoe?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_materials {'stick', 'planks'}\n",
      "Step 0 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 successful\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "How to obtain wooden_sword?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 successful\n",
      "Step 1 successful\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "How to obtain wooden_shovel?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_materials {'stick', 'planks'}\n",
      "Step 0 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 successful\n",
      "Step 2 successful\n",
      "Step 3 failed: missing_materials {'stick', 'planks'}\n",
      "Step 3 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 4}\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 successful\n",
      "How to obtain furnace?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 0 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'stick', 'planks'}\n",
      "Step 1 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 failed: insufficient_materials planks\n",
      "Step 6 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 2, 'stick': 4, 'crafting_table': 1}\n",
      "Step 7 successful\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 successful\n",
      "Step 13 failed: missing_tools {'crafting_table'}\n",
      "Step 13 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 7, 'stick': 0, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 14 successful\n",
      "Step 15 successful\n",
      "How to obtain stone_pickaxe?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 0 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 1 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_materials {'stick', 'planks'}\n",
      "Step 2 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 failed: insufficient_materials planks\n",
      "Step 6 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4}\n",
      "Step 7 successful\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "Step 10 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 10 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 3, 'stick': 2, 'wooden_pickaxe': 1}\n",
      "Step 11 successful\n",
      "Step 12 successful\n",
      "Step 13 failed: insufficient_materials stick\n",
      "Step 13 observation: ERROR: insufficient_materials stick\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'stick': 0, 'wooden_pickaxe': 2, 'cobblestone': 0}\n",
      "Step 14 failed: insufficient_materials planks\n",
      "Step 14 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'stick': 0, 'wooden_pickaxe': 2, 'cobblestone': 0}\n",
      "Step 15 successful\n",
      "Step 16 successful\n",
      "Step 17 successful\n",
      "Step 18 failed: insufficient_materials cobblestone\n",
      "Step 18 observation: ERROR: insufficient_materials cobblestone\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4, 'wooden_pickaxe': 2, 'cobblestone': 0}\n",
      "Step 19 successful\n",
      "How to obtain stone_axe?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: parsing_error {}\n",
      "Step 0 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 1 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 2 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 3 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 successful\n",
      "Step 5 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 5 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3}\n",
      "Step 6 failed: missing_materials {'planks'}\n",
      "Step 6 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3}\n",
      "Step 7 failed: missing_materials {'planks'}\n",
      "Step 7 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3}\n",
      "Step 8 failed: missing_materials {'planks'}\n",
      "Step 8 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3}\n",
      "Step 9 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 9 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3}\n",
      "Step 10 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 10 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3}\n",
      "Step 11 successful\n",
      "Step 12 failed: missing_tools {'crafting_table'}\n",
      "Step 12 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3, 'iron_ore': 1}\n",
      "Step 13 failed: missing_tools {'crafting_table'}\n",
      "Step 13 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3, 'iron_ore': 1}\n",
      "Step 14 failed: missing_tools {'crafting_table'}\n",
      "Step 14 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3, 'iron_ore': 1}\n",
      "Step 15 successful\n",
      "Step 16 failed: missing_tools {'crafting_table'}\n",
      "Step 16 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 17 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 17 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 18 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 18 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 19 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 19 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "How to obtain stone_hoe?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 0 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 1 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 2 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 3 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 4 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 5 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 5 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 6 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 6 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 7 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 7 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 8 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 8 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 9 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 9 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 10 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 10 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 11 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 11 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 12 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 12 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 13 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 13 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 14 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 14 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 15 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 15 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 16 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 16 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 17 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 17 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 18 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 18 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 19 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 19 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "How to obtain stone_shovel?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 0 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'stick', 'planks'}\n",
      "Step 1 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 failed: insufficient_materials planks\n",
      "Step 5 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4}\n",
      "Step 6 successful\n",
      "Step 7 successful\n",
      "Step 8 successful\n",
      "Step 9 failed: insufficient_materials planks\n",
      "Step 9 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 2, 'stick': 4, 'crafting_table': 1}\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 successful\n",
      "Step 13 successful\n",
      "Step 14 successful\n",
      "How to obtain stone_sword?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 0 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 successful\n",
      "Step 2 failed: missing_tools {'crafting_table'}\n",
      "Step 2 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3}\n",
      "Step 3 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 3 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3}\n",
      "Step 4 failed: missing_materials {'planks'}\n",
      "Step 4 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3}\n",
      "Step 5 failed: missing_materials {'log'}\n",
      "Step 5 observation: ERROR: missing_materials {'log'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3}\n",
      "Step 6 successful\n",
      "Step 7 successful\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "How to obtain bucket?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 0 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 1 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 2 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_materials {'stick', 'planks'}\n",
      "Step 3 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 successful\n",
      "Step 7 failed: insufficient_materials planks\n",
      "Step 7 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4}\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 successful\n",
      "Step 13 successful\n",
      "Step 14 successful\n",
      "Step 15 successful\n",
      "Step 16 failed: missing_tools {'crafting_table'}\n",
      "Step 16 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 1, 'stick': 4, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 17 failed: insufficient_materials planks\n",
      "Step 17 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 1, 'stick': 4, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 18 successful\n",
      "Step 19 successful\n",
      "How to obtain shears?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_materials {'iron_ore'}\n",
      "Step 0 observation: ERROR: missing_materials {'iron_ore'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 1 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 2 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 3 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 failed: missing_materials {'stick', 'planks'}\n",
      "Step 4 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 5 successful\n",
      "Step 6 successful\n",
      "Step 7 successful\n",
      "Step 8 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 8 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4}\n",
      "Step 9 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 9 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4}\n",
      "Step 10 failed: insufficient_materials planks\n",
      "Step 10 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4}\n",
      "Step 11 successful\n",
      "Step 12 successful\n",
      "Step 13 successful\n",
      "Step 14 successful\n",
      "Step 15 successful\n",
      "Step 16 failed: missing_tools {'crafting_table'}\n",
      "Step 16 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 3, 'stick': 2, 'wooden_pickaxe': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 17 failed: insufficient_materials iron_ingot\n",
      "Step 17 observation: ERROR: insufficient_materials iron_ingot\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 3, 'stick': 2, 'wooden_pickaxe': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 18 failed: insufficient_materials iron_ore\n",
      "Step 18 observation: ERROR: insufficient_materials iron_ore\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 3, 'stick': 2, 'wooden_pickaxe': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 19 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 19 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 3, 'stick': 2, 'wooden_pickaxe': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "How to obtain iron_pickaxe?\n",
      "How to obtain iron_axe?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 0 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 1 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 2 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_materials {'stick', 'planks'}\n",
      "Step 3 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 successful\n",
      "Step 7 successful\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 failed: missing_tools {'crafting_table'}\n",
      "Step 12 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 3, 'stick': 0, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 13 failed: insufficient_materials planks\n",
      "Step 13 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 3, 'stick': 0, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 14 successful\n",
      "Step 15 successful\n",
      "Step 16 successful\n",
      "Step 17 successful\n",
      "Step 18 successful\n",
      "Step 19 successful\n",
      "How to obtain iron_hoe?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 successful\n",
      "Step 1 successful\n",
      "Step 2 successful\n",
      "Step 3 failed: insufficient_materials planks\n",
      "Step 3 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4}\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 successful\n",
      "Step 7 successful\n",
      "Step 8 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 8 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'stick': 2, 'crafting_table': 1, 'wooden_hoe': 1}\n",
      "Step 9 successful\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 successful\n",
      "Step 13 failed: missing_tools {'crafting_table'}\n",
      "Step 13 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'stick': 0, 'crafting_table': 1, 'wooden_hoe': 1, 'cobblestone': 0, 'stone_pickaxe': 1, 'iron_ore': 1, 'iron_ingot': 1}\n",
      "Step 14 failed: insufficient_materials planks\n",
      "Step 14 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'stick': 0, 'crafting_table': 1, 'wooden_hoe': 1, 'cobblestone': 0, 'stone_pickaxe': 1, 'iron_ore': 1, 'iron_ingot': 1}\n",
      "Step 15 successful\n",
      "Step 16 successful\n",
      "Step 17 successful\n",
      "Step 18 failed: insufficient_materials planks\n",
      "Step 18 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 2, 'stick': 4, 'crafting_table': 1, 'wooden_hoe': 1, 'cobblestone': 0, 'stone_pickaxe': 1, 'iron_ore': 1, 'iron_ingot': 1}\n",
      "Step 19 successful\n",
      "How to obtain iron_shovel?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 0 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'iron_ore'}\n",
      "Step 1 observation: ERROR: missing_materials {'iron_ore'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "Step 4 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 4 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 5 failed: missing_materials {'planks'}\n",
      "Step 5 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 6 successful\n",
      "Step 7 successful\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "How to obtain iron_sword?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: action_type_mismatch craft\n",
      "Step 0 observation: ERROR: action_type_mismatch craft\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 1 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 2 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_materials {'planks'}\n",
      "Step 3 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 successful\n",
      "Step 7 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 7 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4}\n",
      "Step 8 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 8 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4}\n",
      "Step 9 failed: insufficient_materials planks\n",
      "Step 9 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4}\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 successful\n",
      "Step 13 successful\n",
      "Step 14 successful\n",
      "Step 15 successful\n",
      "Step 16 failed: missing_tools {'crafting_table'}\n",
      "Step 16 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 3, 'stick': 0, 'wooden_pickaxe': 1, 'cobblestone': 0, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 17 failed: insufficient_materials planks\n",
      "Step 17 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 3, 'stick': 0, 'wooden_pickaxe': 1, 'cobblestone': 0, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 18 successful\n",
      "Step 19 successful\n",
      "How to obtain leather_boots?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: unknown_item cow\n",
      "Step 0 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: parsing_error {}\n",
      "Step 1 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: unknown_item cow\n",
      "Step 2 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: unknown_item cow\n",
      "Step 3 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 failed: unknown_item cow\n",
      "Step 4 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 5 failed: unknown_item cow\n",
      "Step 5 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 6 failed: unknown_item cow\n",
      "Step 6 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 7 failed: unknown_item cow\n",
      "Step 7 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 8 failed: missing_materials {'leather'}\n",
      "Step 8 observation: ERROR: missing_materials {'leather'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 9 failed: unknown_item cow\n",
      "Step 9 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 10 failed: unknown_item cow\n",
      "Step 10 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 11 failed: parsing_error {}\n",
      "Step 11 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 12 failed: unknown_item cow\n",
      "Step 12 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 13 failed: unknown_item cow\n",
      "Step 13 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 14 failed: unknown_item cow\n",
      "Step 14 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 15 failed: unknown_item cow\n",
      "Step 15 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 16 failed: unknown_item cow\n",
      "Step 16 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 17 failed: unknown_item cow\n",
      "Step 17 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 18 failed: unknown_item cow\n",
      "Step 18 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 19 failed: unknown_item cow\n",
      "Step 19 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "How to obtain leather_chestplate?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 successful\n",
      "Step 1 failed: insufficient_materials leather\n",
      "Step 1 observation: ERROR: insufficient_materials leather\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "How to obtain leather_helmet?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: parsing_error {}\n",
      "Step 0 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_tools {'crafting_table'}\n",
      "Step 1 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_materials {'planks'}\n",
      "Step 2 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_materials {'log'}\n",
      "Step 3 observation: ERROR: missing_materials {'log'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 successful\n",
      "Step 7 failed: missing_materials {'leather'}\n",
      "Step 7 observation: ERROR: missing_materials {'leather'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'crafting_table': 1}\n",
      "Step 8 failed: parsing_error {}\n",
      "Step 8 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'crafting_table': 1}\n",
      "Step 9 failed: parsing_error {}\n",
      "Step 9 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'crafting_table': 1}\n",
      "Step 10 failed: missing_materials {'leather'}\n",
      "Step 10 observation: ERROR: missing_materials {'leather'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'crafting_table': 1}\n",
      "Step 11 failed: parsing_error {}\n",
      "Step 11 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'crafting_table': 1}\n",
      "Step 12 failed: parsing_error {}\n",
      "Step 12 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'crafting_table': 1}\n",
      "Step 13 failed: missing_materials {'leather'}\n",
      "Step 13 observation: ERROR: missing_materials {'leather'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'crafting_table': 1}\n",
      "Step 14 failed: parsing_error {}\n",
      "Step 14 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'crafting_table': 1}\n",
      "Step 15 failed: parsing_error {}\n",
      "Step 15 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'crafting_table': 1}\n",
      "Step 16 failed: missing_materials {'leather'}\n",
      "Step 16 observation: ERROR: missing_materials {'leather'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'crafting_table': 1}\n",
      "Step 17 failed: parsing_error {}\n",
      "Step 17 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'crafting_table': 1}\n",
      "Step 18 failed: parsing_error {}\n",
      "Step 18 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'crafting_table': 1}\n",
      "Step 19 failed: missing_materials {'leather'}\n",
      "Step 19 observation: ERROR: missing_materials {'leather'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 0, 'crafting_table': 1}\n",
      "How to obtain leather_leggings?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: unknown_item cow\n",
      "Step 0 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: parsing_error {}\n",
      "Step 1 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: parsing_error {}\n",
      "Step 2 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: parsing_error {}\n",
      "Step 3 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 failed: parsing_error {}\n",
      "Step 4 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 5 failed: parsing_error {}\n",
      "Step 5 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 6 failed: parsing_error {}\n",
      "Step 6 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 7 failed: parsing_error {}\n",
      "Step 7 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 8 failed: parsing_error {}\n",
      "Step 8 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 9 failed: parsing_error {}\n",
      "Step 9 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 10 failed: parsing_error {}\n",
      "Step 10 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 11 failed: parsing_error {}\n",
      "Step 11 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 12 failed: parsing_error {}\n",
      "Step 12 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 13 failed: parsing_error {}\n",
      "Step 13 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 14 failed: parsing_error {}\n",
      "Step 14 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 15 failed: parsing_error {}\n",
      "Step 15 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 16 failed: missing_tools {'crafting_table'}\n",
      "Step 16 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 17 failed: missing_tools {'crafting_table'}\n",
      "Step 17 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 18 failed: missing_tools {'crafting_table'}\n",
      "Step 18 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 19 failed: missing_tools {'crafting_table'}\n",
      "Step 19 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "How to obtain iron_chestplate?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 0 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 1 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 2 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_materials {'stick', 'planks'}\n",
      "Step 3 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 failed: missing_materials {'log'}\n",
      "Step 4 observation: ERROR: missing_materials {'log'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 5 successful\n",
      "Step 6 successful\n",
      "Step 7 successful\n",
      "Step 8 failed: insufficient_materials planks\n",
      "Step 8 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4}\n",
      "Step 9 successful\n",
      "Step 10 failed: insufficient_materials planks\n",
      "Step 10 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 2, 'stick': 4}\n",
      "Step 11 failed: insufficient_materials planks\n",
      "Step 11 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 2, 'stick': 4}\n",
      "Step 12 failed: insufficient_materials planks\n",
      "Step 12 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 2, 'stick': 4}\n",
      "Step 13 failed: insufficient_materials planks\n",
      "Step 13 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 2, 'stick': 4}\n",
      "Step 14 failed: insufficient_materials planks\n",
      "Step 14 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 2, 'stick': 4}\n",
      "Step 15 failed: insufficient_materials planks\n",
      "Step 15 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 2, 'stick': 4}\n",
      "Step 16 failed: insufficient_materials planks\n",
      "Step 16 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 2, 'stick': 4}\n",
      "Step 17 successful\n",
      "Step 18 successful\n",
      "Step 19 successful\n",
      "How to obtain iron_leggings?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 0 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 successful\n",
      "Step 2 successful\n",
      "Step 3 failed: missing_tools {'crafting_table'}\n",
      "Step 3 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 0, 'iron_ingot': 3}\n",
      "Step 4 failed: insufficient_materials iron_ingot\n",
      "Step 4 observation: ERROR: insufficient_materials iron_ingot\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 0, 'iron_ingot': 3}\n",
      "Step 5 failed: insufficient_materials iron_ingot\n",
      "Step 5 observation: ERROR: insufficient_materials iron_ingot\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 0, 'iron_ingot': 3}\n",
      "Step 6 failed: missing_tools {'crafting_table'}\n",
      "Step 6 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 0, 'iron_ingot': 3}\n",
      "Step 7 failed: insufficient_materials iron_ingot\n",
      "Step 7 observation: ERROR: insufficient_materials iron_ingot\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 0, 'iron_ingot': 3}\n",
      "Step 8 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 8 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 0, 'iron_ingot': 3}\n",
      "Step 9 successful\n",
      "Step 10 successful\n",
      "Step 11 failed: insufficient_materials iron_ingot\n",
      "Step 11 observation: ERROR: insufficient_materials iron_ingot\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 0, 'iron_ingot': 6}\n",
      "Step 12 failed: insufficient_materials iron_ingot\n",
      "Step 12 observation: ERROR: insufficient_materials iron_ingot\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 0, 'iron_ingot': 6}\n",
      "Step 13 failed: insufficient_materials iron_ore\n",
      "Step 13 observation: ERROR: insufficient_materials iron_ore\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 0, 'iron_ingot': 6}\n",
      "Step 14 failed: insufficient_materials iron_ore\n",
      "Step 14 observation: ERROR: insufficient_materials iron_ore\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 0, 'iron_ingot': 6}\n",
      "Step 15 successful\n",
      "Step 16 successful\n",
      "Step 17 successful\n",
      "How to obtain iron_helmet?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 0 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 1 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 2 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_materials {'stick', 'planks'}\n",
      "Step 3 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 successful\n",
      "Step 7 successful\n",
      "Step 8 failed: insufficient_materials planks\n",
      "Step 8 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 2, 'stick': 4, 'crafting_table': 1}\n",
      "Step 9 successful\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 12 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 3, 'stick': 2, 'crafting_table': 1, 'wooden_pickaxe': 1}\n",
      "Step 13 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 13 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 3, 'stick': 2, 'crafting_table': 1, 'wooden_pickaxe': 1}\n",
      "Step 14 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 14 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 3, 'stick': 2, 'crafting_table': 1, 'wooden_pickaxe': 1}\n",
      "Step 15 successful\n",
      "Step 16 successful\n",
      "Step 17 failed: insufficient_materials stick\n",
      "Step 17 observation: ERROR: insufficient_materials stick\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'stick': 0, 'crafting_table': 1, 'wooden_pickaxe': 2, 'cobblestone': 2}\n",
      "Step 18 failed: insufficient_materials planks\n",
      "Step 18 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'stick': 0, 'crafting_table': 1, 'wooden_pickaxe': 2, 'cobblestone': 2}\n",
      "Step 19 successful\n",
      "How to obtain iron_boots?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_materials {'iron_ore'}\n",
      "Step 0 observation: ERROR: missing_materials {'iron_ore'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 1 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 2 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 3 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 4 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 5 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 5 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 6 failed: missing_materials {'stick', 'planks'}\n",
      "Step 6 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 7 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 7 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 8 failed: missing_materials {'stick', 'planks'}\n",
      "Step 8 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 9 failed: missing_materials {'stick', 'planks'}\n",
      "Step 9 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 10 failed: missing_materials {'stick', 'planks'}\n",
      "Step 10 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 11 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 11 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 12 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 12 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 13 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 13 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 14 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 14 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 15 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 15 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 16 failed: missing_materials {'stick', 'planks'}\n",
      "Step 16 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 17 failed: missing_materials {'stick', 'planks'}\n",
      "Step 17 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 18 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 18 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 19 failed: missing_tools {'crafting_table'}\n",
      "Step 19 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "How to obtain shield?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 successful\n",
      "Step 1 failed: missing_materials {'iron_ingot', 'planks'}\n",
      "Step 1 observation: ERROR: missing_materials {'iron_ingot', 'planks'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1}\n",
      "Step 2 failed: missing_materials {'iron_ore'}\n",
      "Step 2 observation: ERROR: missing_materials {'iron_ore'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1}\n",
      "Step 3 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 3 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1}\n",
      "Step 4 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 4 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1}\n",
      "Step 5 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 5 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1}\n",
      "Step 6 failed: missing_materials {'stick', 'planks'}\n",
      "Step 6 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1}\n",
      "Step 7 successful\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "Step 10 failed: insufficient_materials planks\n",
      "Step 10 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 2, 'stick': 4}\n",
      "Step 11 successful\n",
      "Step 12 successful\n",
      "Step 13 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 13 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 3, 'stick': 2, 'wooden_pickaxe': 1}\n",
      "Step 14 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 14 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 3, 'stick': 2, 'wooden_pickaxe': 1}\n",
      "Step 15 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 15 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 3, 'stick': 2, 'wooden_pickaxe': 1}\n",
      "Step 16 successful\n",
      "Step 17 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 17 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'stick': 0, 'wooden_pickaxe': 2}\n",
      "Step 18 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 18 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'stick': 0, 'wooden_pickaxe': 2}\n",
      "Step 19 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 19 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'stick': 0, 'wooden_pickaxe': 2}\n",
      "How to obtain iron_bars?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_materials {'iron_ingot'}\n",
      "Step 0 observation: ERROR: missing_materials {'iron_ingot'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'iron_ore'}\n",
      "Step 1 observation: ERROR: missing_materials {'iron_ore'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 2 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 3 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 4 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 5 failed: missing_materials {'stick', 'planks'}\n",
      "Step 5 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 6 successful\n",
      "Step 7 successful\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 successful\n",
      "Step 13 successful\n",
      "Step 14 failed: missing_tools {'crafting_table'}\n",
      "Step 14 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 3, 'stick': 0, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 15 failed: insufficient_materials planks\n",
      "Step 15 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 3, 'stick': 0, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 16 successful\n",
      "Step 17 successful\n",
      "Step 18 successful\n",
      "Step 19 failed: missing_tools {'crafting_table'}\n",
      "Step 19 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 11, 'stick': 0, 'crafting_table': 2, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "How to obtain iron_nugget?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: action_type_mismatch smelt\n",
      "Step 0 observation: ERROR: action_type_mismatch smelt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_tools {'crafting_table'}\n",
      "Step 1 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_materials {'planks'}\n",
      "Step 2 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 failed: missing_tools {'crafting_table'}\n",
      "Step 6 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1}\n",
      "Step 7 failed: insufficient_materials planks\n",
      "Step 7 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1}\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "Step 10 successful\n",
      "Step 11 failed: missing_tools {'crafting_table'}\n",
      "Step 11 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'crafting_table': 2}\n",
      "Step 12 failed: insufficient_materials planks\n",
      "Step 12 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'crafting_table': 2}\n",
      "Step 13 successful\n",
      "Step 14 successful\n",
      "Step 15 successful\n",
      "Step 16 failed: missing_tools {'crafting_table'}\n",
      "Step 16 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 4, 'planks': 0, 'crafting_table': 3}\n",
      "Step 17 failed: insufficient_materials planks\n",
      "Step 17 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 4, 'planks': 0, 'crafting_table': 3}\n",
      "Step 18 successful\n",
      "Step 19 successful\n",
      "How to obtain minecart?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_materials {'iron_ore'}\n",
      "Step 0 observation: ERROR: missing_materials {'iron_ore'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 1 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_tools {'crafting_table'}\n",
      "Step 2 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_materials {'planks'}\n",
      "Step 3 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 successful\n",
      "Step 7 failed: missing_tools {'crafting_table'}\n",
      "Step 7 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1}\n",
      "Step 8 failed: insufficient_materials planks\n",
      "Step 8 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1}\n",
      "Step 9 successful\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 12 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'crafting_table': 2}\n",
      "Step 13 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 13 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'crafting_table': 2}\n",
      "Step 14 failed: missing_materials {'stick', 'planks'}\n",
      "Step 14 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'crafting_table': 2}\n",
      "Step 15 failed: insufficient_materials planks\n",
      "Step 15 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'crafting_table': 2}\n",
      "Step 16 successful\n",
      "Step 17 successful\n",
      "Step 18 successful\n",
      "Step 19 failed: missing_tools {'crafting_table'}\n",
      "Step 19 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 2, 'crafting_table': 2, 'stick': 4}\n",
      "How to obtain hopper?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_materials {'chest', 'iron_ingot'}\n",
      "Step 0 observation: ERROR: missing_materials {'chest', 'iron_ingot'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'planks'}\n",
      "Step 1 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 failed: missing_materials {'iron_ore'}\n",
      "Step 5 observation: ERROR: missing_materials {'iron_ore'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "Step 6 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 6 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "Step 7 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 7 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "Step 8 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 8 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "Step 9 failed: missing_materials {'stick', 'planks'}\n",
      "Step 9 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "Step 10 successful\n",
      "Step 11 failed: missing_materials {'stick', 'planks'}\n",
      "Step 11 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 4, 'chest': 1}\n",
      "Step 12 successful\n",
      "Step 13 failed: insufficient_materials planks\n",
      "Step 13 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'chest': 1, 'stick': 4}\n",
      "Step 14 successful\n",
      "Step 15 successful\n",
      "Step 16 successful\n",
      "Step 17 successful\n",
      "Step 18 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 18 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 1, 'chest': 1, 'stick': 6, 'wooden_pickaxe': 1}\n",
      "Step 19 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 19 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 1, 'chest': 1, 'stick': 6, 'wooden_pickaxe': 1}\n",
      "How to obtain hopper_minecart?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: parsing_error {}\n",
      "Step 0 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 successful\n",
      "Step 2 failed: missing_tools {'crafting_table'}\n",
      "Step 2 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3}\n",
      "Step 3 failed: missing_materials {'planks'}\n",
      "Step 3 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3}\n",
      "Step 4 failed: missing_materials {'planks'}\n",
      "Step 4 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3}\n",
      "Step 5 successful\n",
      "Step 6 successful\n",
      "Step 7 failed: missing_tools {'crafting_table'}\n",
      "Step 7 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "Step 8 failed: missing_materials {'hopper', 'minecart'}\n",
      "Step 8 observation: ERROR: missing_materials {'hopper', 'minecart'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "Step 9 failed: missing_materials {'hopper', 'minecart'}\n",
      "Step 9 observation: ERROR: missing_materials {'hopper', 'minecart'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "Step 10 failed: missing_materials {'hopper', 'minecart'}\n",
      "Step 10 observation: ERROR: missing_materials {'hopper', 'minecart'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "Step 11 failed: missing_materials {'hopper', 'minecart'}\n",
      "Step 11 observation: ERROR: missing_materials {'hopper', 'minecart'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "Step 12 failed: missing_materials {'hopper', 'minecart'}\n",
      "Step 12 observation: ERROR: missing_materials {'hopper', 'minecart'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "Step 13 failed: missing_materials {'hopper', 'minecart'}\n",
      "Step 13 observation: ERROR: missing_materials {'hopper', 'minecart'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "Step 14 failed: missing_materials {'hopper', 'minecart'}\n",
      "Step 14 observation: ERROR: missing_materials {'hopper', 'minecart'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "Step 15 failed: missing_materials {'hopper', 'minecart'}\n",
      "Step 15 observation: ERROR: missing_materials {'hopper', 'minecart'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "Step 16 failed: missing_materials {'hopper', 'minecart'}\n",
      "Step 16 observation: ERROR: missing_materials {'hopper', 'minecart'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "Step 17 failed: missing_materials {'hopper', 'minecart'}\n",
      "Step 17 observation: ERROR: missing_materials {'hopper', 'minecart'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "Step 18 failed: missing_materials {'hopper', 'minecart'}\n",
      "Step 18 observation: ERROR: missing_materials {'hopper', 'minecart'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "Step 19 failed: missing_materials {'hopper', 'minecart'}\n",
      "Step 19 observation: ERROR: missing_materials {'hopper', 'minecart'}\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 0, 'chest': 1}\n",
      "How to obtain furnace_minecart?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: action_type_mismatch mine\n",
      "Step 0 observation: ERROR: action_type_mismatch mine\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 1 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_materials {'log'}\n",
      "Step 2 observation: ERROR: missing_materials {'log'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 6 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 2, 'stick': 4}\n",
      "Step 7 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 7 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 2, 'stick': 4}\n",
      "Step 8 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 8 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 2, 'stick': 4}\n",
      "Step 9 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 9 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 2, 'stick': 4}\n",
      "Step 10 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 10 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 2, 'stick': 4}\n",
      "Step 11 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 11 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 2, 'stick': 4}\n",
      "Step 12 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 12 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 2, 'stick': 4}\n",
      "Step 13 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 13 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 2, 'stick': 4}\n",
      "Step 14 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 14 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 2, 'stick': 4}\n",
      "Step 15 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 15 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 2, 'stick': 4}\n",
      "Step 16 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 16 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 2, 'stick': 4}\n",
      "Step 17 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 17 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 2, 'stick': 4}\n",
      "Step 18 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 18 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 2, 'stick': 4}\n",
      "Step 19 failed: missing_materials {'iron_ingot', 'stick'}\n",
      "Step 19 observation: ERROR: missing_materials {'iron_ingot', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'log': 3, 'planks': 2, 'stick': 4}\n",
      "How to obtain chest_minecart?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: parsing_error {}\n",
      "Step 0 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: action_type_mismatch craft\n",
      "Step 1 observation: ERROR: action_type_mismatch craft\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 2 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: action_type_mismatch craft\n",
      "Step 3 observation: ERROR: action_type_mismatch craft\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 4 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 5 failed: action_type_mismatch craft\n",
      "Step 5 observation: ERROR: action_type_mismatch craft\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 6 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 6 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 7 failed: missing_materials {'stick', 'planks'}\n",
      "Step 7 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 successful\n",
      "Step 13 successful\n",
      "Step 14 successful\n",
      "Step 15 successful\n",
      "Step 16 failed: missing_tools {'crafting_table'}\n",
      "Step 16 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 3, 'stick': 0, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 17 failed: missing_tools {'crafting_table'}\n",
      "Step 17 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 3, 'stick': 0, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 18 failed: missing_tools {'crafting_table'}\n",
      "Step 18 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 3, 'stick': 0, 'crafting_table': 1, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 19 successful\n",
      "How to obtain iron_door?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'crafting_table'}\n",
      "Step 0 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'planks'}\n",
      "Step 1 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 failed: missing_materials {'iron_ingot'}\n",
      "Step 5 observation: ERROR: missing_materials {'iron_ingot'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1}\n",
      "Step 6 failed: missing_materials {'iron_ore'}\n",
      "Step 6 observation: ERROR: missing_materials {'iron_ore'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1}\n",
      "Step 7 successful\n",
      "Step 8 successful\n",
      "Step 9 failed: insufficient_materials iron_ingot\n",
      "Step 9 observation: ERROR: insufficient_materials iron_ingot\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 failed: insufficient_materials iron_ingot\n",
      "Step 12 observation: ERROR: insufficient_materials iron_ingot\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1, 'iron_ore': 0, 'iron_ingot': 2}\n",
      "Step 13 failed: insufficient_materials iron_ore\n",
      "Step 13 observation: ERROR: insufficient_materials iron_ore\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1, 'iron_ore': 0, 'iron_ingot': 2}\n",
      "Step 14 successful\n",
      "Step 15 successful\n",
      "Step 16 failed: insufficient_materials iron_ingot\n",
      "Step 16 observation: ERROR: insufficient_materials iron_ingot\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1, 'iron_ore': 0, 'iron_ingot': 3}\n",
      "Step 17 successful\n",
      "Step 18 successful\n",
      "Step 19 failed: insufficient_materials iron_ingot\n",
      "Step 19 observation: ERROR: insufficient_materials iron_ingot\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1, 'iron_ore': 0, 'iron_ingot': 4}\n",
      "How to obtain iron_trapdoor?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 0 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 1 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 2 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_materials {'stick', 'planks'}\n",
      "Step 3 observation: ERROR: missing_materials {'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 successful\n",
      "Step 7 failed: insufficient_materials planks\n",
      "Step 7 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 2, 'stick': 4}\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 successful\n",
      "Step 13 successful\n",
      "Step 14 failed: missing_tools {'crafting_table'}\n",
      "Step 14 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 3, 'stick': 0, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 15 failed: insufficient_materials planks\n",
      "Step 15 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 3, 'stick': 0, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "Step 16 successful\n",
      "Step 17 successful\n",
      "Step 18 successful\n",
      "Step 19 failed: missing_tools {'crafting_table'}\n",
      "Step 19 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'log': 4, 'planks': 3, 'stick': 0, 'wooden_pickaxe': 1, 'cobblestone': 8, 'stone_pickaxe': 1, 'iron_ore': 1, 'crafting_table': 1}\n",
      "How to obtain tripwire_hook?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'crafting_table'}\n",
      "Step 0 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'planks'}\n",
      "Step 1 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_materials {'log'}\n",
      "Step 2 observation: ERROR: missing_materials {'log'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 failed: missing_materials {'iron_ingot', 'stick', 'planks'}\n",
      "Step 6 observation: ERROR: missing_materials {'iron_ingot', 'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1}\n",
      "Step 7 failed: parsing_error {}\n",
      "Step 7 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1}\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "Step 10 failed: missing_materials {'iron_ingot', 'stick', 'planks'}\n",
      "Step 10 observation: ERROR: missing_materials {'iron_ingot', 'stick', 'planks'}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 11 failed: insufficient_materials planks\n",
      "Step 11 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 12 failed: parsing_error {}\n",
      "Step 12 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 13 failed: parsing_error {}\n",
      "Step 13 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 14 failed: parsing_error {}\n",
      "Step 14 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 15 failed: action_type_mismatch mine\n",
      "Step 15 observation: ERROR: action_type_mismatch mine\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 16 failed: insufficient_materials planks\n",
      "Step 16 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 17 failed: parsing_error {}\n",
      "Step 17 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 18 failed: parsing_error {}\n",
      "Step 18 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 19 failed: insufficient_materials planks\n",
      "Step 19 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'crafting_table': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "How to obtain heavy_weighted_pressure_plate?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_tools {'crafting_table'}\n",
      "Step 0 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_tools {'crafting_table'}\n",
      "Step 1 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_materials {'planks'}\n",
      "Step 2 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 failed: missing_materials {'iron_ingot'}\n",
      "Step 6 observation: ERROR: missing_materials {'iron_ingot'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'crafting_table': 1}\n",
      "Step 7 failed: missing_materials {'iron_ore'}\n",
      "Step 7 observation: ERROR: missing_materials {'iron_ore'}\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'crafting_table': 1}\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "Step 10 failed: insufficient_materials iron_ingot\n",
      "Step 10 observation: ERROR: insufficient_materials iron_ingot\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'crafting_table': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 11 failed: insufficient_materials iron_ingot\n",
      "Step 11 observation: ERROR: insufficient_materials iron_ingot\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'crafting_table': 1, 'iron_ore': 0, 'iron_ingot': 1}\n",
      "Step 12 successful\n",
      "Step 13 failed: insufficient_materials iron_ingot\n",
      "Step 13 observation: ERROR: insufficient_materials iron_ingot\n",
      "inventory = {'diamond_axe': 1, 'log': 2, 'planks': 0, 'crafting_table': 1, 'iron_ore': 1, 'iron_ingot': 1}\n",
      "Step 14 successful\n",
      "Step 15 successful\n",
      "Step 16 successful\n",
      "How to obtain rail?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_materials {'iron_ingot'}\n",
      "Step 0 observation: ERROR: missing_materials {'iron_ingot'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 1 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 2 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 3 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 successful\n",
      "Step 5 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 5 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3}\n",
      "Step 6 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 6 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3}\n",
      "Step 7 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 7 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 3}\n",
      "Step 8 successful\n",
      "Step 9 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 9 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 6}\n",
      "Step 10 failed: missing_materials {'planks'}\n",
      "Step 10 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 6}\n",
      "Step 11 failed: missing_materials {'log'}\n",
      "Step 11 observation: ERROR: missing_materials {'log'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 6}\n",
      "Step 12 successful\n",
      "Step 13 successful\n",
      "Step 14 successful\n",
      "Step 15 successful\n",
      "Step 16 successful\n",
      "Step 17 successful\n",
      "Step 18 successful\n",
      "Step 19 failed: missing_tools {'crafting_table'}\n",
      "Step 19 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'cobblestone': 14, 'log': 0, 'planks': 7, 'stick': 0, 'wooden_pickaxe': 1, 'stone_pickaxe': 1, 'iron_ore': 1}\n",
      "How to obtain cauldron?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_materials {'iron_ingot'}\n",
      "Step 0 observation: ERROR: missing_materials {'iron_ingot'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 successful\n",
      "Step 2 failed: missing_tools {'crafting_table'}\n",
      "Step 2 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 1}\n",
      "Step 3 failed: missing_materials {'planks'}\n",
      "Step 3 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 1}\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 successful\n",
      "Step 7 failed: missing_materials {'cobblestone'}\n",
      "Step 7 observation: ERROR: missing_materials {'cobblestone'}\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 1, 'log': 0, 'planks': 0, 'crafting_table': 1}\n",
      "Step 8 successful\n",
      "Step 9 failed: insufficient_materials cobblestone\n",
      "Step 9 observation: ERROR: insufficient_materials cobblestone\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 1, 'log': 0, 'planks': 0, 'crafting_table': 1, 'cobblestone': 6}\n",
      "Step 10 successful\n",
      "Step 11 successful\n",
      "Step 12 successful\n",
      "Step 13 failed: insufficient_materials iron_ingot\n",
      "Step 13 observation: ERROR: insufficient_materials iron_ingot\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 0, 'log': 0, 'planks': 0, 'crafting_table': 1, 'cobblestone': 1, 'furnace': 1, 'iron_ingot': 1}\n",
      "Step 14 failed: insufficient_materials iron_ingot\n",
      "Step 14 observation: ERROR: insufficient_materials iron_ingot\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 0, 'log': 0, 'planks': 0, 'crafting_table': 1, 'cobblestone': 1, 'furnace': 1, 'iron_ingot': 1}\n",
      "Step 15 failed: insufficient_materials iron_ore\n",
      "Step 15 observation: ERROR: insufficient_materials iron_ore\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 0, 'log': 0, 'planks': 0, 'crafting_table': 1, 'cobblestone': 1, 'furnace': 1, 'iron_ingot': 1}\n",
      "Step 16 successful\n",
      "Step 17 successful\n",
      "Step 18 failed: insufficient_materials iron_ingot\n",
      "Step 18 observation: ERROR: insufficient_materials iron_ingot\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 0, 'log': 0, 'planks': 0, 'crafting_table': 1, 'cobblestone': 1, 'furnace': 1, 'iron_ingot': 3}\n",
      "Step 19 failed: insufficient_materials iron_ore\n",
      "Step 19 observation: ERROR: insufficient_materials iron_ore\n",
      "inventory = {'diamond_axe': 1, 'iron_ore': 0, 'log': 0, 'planks': 0, 'crafting_table': 1, 'cobblestone': 1, 'furnace': 1, 'iron_ingot': 3}\n",
      "How to obtain bed?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 successful\n",
      "Step 1 failed: missing_tools {'crafting_table'}\n",
      "Step 1 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'wool': 3}\n",
      "Step 2 failed: missing_materials {'planks'}\n",
      "Step 2 observation: ERROR: missing_materials {'planks'}\n",
      "inventory = {'diamond_axe': 1, 'wool': 3}\n",
      "Step 3 successful\n",
      "Step 4 successful\n",
      "Step 5 successful\n",
      "Step 6 failed: missing_tools {'crafting_table'}\n",
      "Step 6 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'wool': 3, 'log': 2, 'planks': 0, 'crafting_table': 1}\n",
      "Step 7 failed: insufficient_materials planks\n",
      "Step 7 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'wool': 3, 'log': 2, 'planks': 0, 'crafting_table': 1}\n",
      "Step 8 successful\n",
      "Step 9 successful\n",
      "Step 10 failed: missing_tools {'crafting_table'}\n",
      "Step 10 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'wool': 3, 'log': 2, 'planks': 4, 'crafting_table': 1}\n",
      "Step 11 successful\n",
      "How to obtain painting?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: missing_materials {'wool', 'stick'}\n",
      "Step 0 observation: ERROR: missing_materials {'wool', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_tools {'crafting_table'}\n",
      "Step 1 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_materials {'iron_ingot'}\n",
      "Step 2 observation: ERROR: missing_materials {'iron_ingot'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_materials {'iron_ore'}\n",
      "Step 3 observation: ERROR: missing_materials {'iron_ore'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 failed: missing_tools {'stone_pickaxe'}\n",
      "Step 4 observation: ERROR: missing_tools {'stone_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 5 failed: missing_tools {'wooden_pickaxe'}\n",
      "Step 5 observation: ERROR: missing_tools {'wooden_pickaxe'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 6 successful\n",
      "Step 7 successful\n",
      "Step 8 successful\n",
      "Step 9 failed: insufficient_materials planks\n",
      "Step 9 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4}\n",
      "Step 10 failed: insufficient_materials planks\n",
      "Step 10 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4}\n",
      "Step 11 failed: insufficient_materials log\n",
      "Step 11 observation: ERROR: insufficient_materials log\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 2, 'stick': 4}\n",
      "Step 12 successful\n",
      "Step 13 failed: insufficient_materials planks\n",
      "Step 13 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 1, 'planks': 2, 'stick': 4}\n",
      "Step 14 successful\n",
      "Step 15 successful\n",
      "Step 16 successful\n",
      "Step 17 failed: insufficient_materials planks\n",
      "Step 17 observation: ERROR: insufficient_materials planks\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'stick': 8, 'crafting_table': 1}\n",
      "Step 18 failed: insufficient_materials log\n",
      "Step 18 observation: ERROR: insufficient_materials log\n",
      "inventory = {'diamond_axe': 1, 'log': 0, 'planks': 0, 'stick': 8, 'crafting_table': 1}\n",
      "Step 19 successful\n",
      "How to obtain carpet?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: parsing_error {}\n",
      "Step 0 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: parsing_error {}\n",
      "Step 1 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 successful\n",
      "Step 3 successful\n",
      "How to obtain item_frame?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 successful\n",
      "Step 1 failed: unknown_item string\n",
      "Step 1 observation: ERROR: unknown_item string\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 2 failed: unknown_item string\n",
      "Step 2 observation: ERROR: unknown_item string\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 3 failed: unknown_item string\n",
      "Step 3 observation: ERROR: unknown_item string\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 4 failed: unknown_item string\n",
      "Step 4 observation: ERROR: unknown_item string\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 5 failed: parsing_error {}\n",
      "Step 5 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 6 failed: unknown_item string\n",
      "Step 6 observation: ERROR: unknown_item string\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 7 failed: unknown_item string\n",
      "Step 7 observation: ERROR: unknown_item string\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 8 failed: unknown_item string\n",
      "Step 8 observation: ERROR: unknown_item string\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 9 failed: parsing_error {}\n",
      "Step 9 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 10 failed: unknown_item string\n",
      "Step 10 observation: ERROR: unknown_item string\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 11 failed: unknown_item string\n",
      "Step 11 observation: ERROR: unknown_item string\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 12 failed: unknown_item string\n",
      "Step 12 observation: ERROR: unknown_item string\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 13 failed: parsing_error {}\n",
      "Step 13 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 14 failed: unknown_item string\n",
      "Step 14 observation: ERROR: unknown_item string\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 15 failed: unknown_item string\n",
      "Step 15 observation: ERROR: unknown_item string\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 16 failed: unknown_item string\n",
      "Step 16 observation: ERROR: unknown_item string\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 17 failed: missing_materials {'leather', 'stick'}\n",
      "Step 17 observation: ERROR: missing_materials {'leather', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 18 failed: missing_materials {'leather', 'stick'}\n",
      "Step 18 observation: ERROR: missing_materials {'leather', 'stick'}\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "Step 19 failed: missing_tools {'crafting_table'}\n",
      "Step 19 observation: ERROR: missing_tools {'crafting_table'}\n",
      "inventory = {'diamond_axe': 1, 'leather': 1}\n",
      "How to obtain cooked_porkchop?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: parsing_error {}\n",
      "Step 0 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: missing_materials {'porkchop'}\n",
      "Step 1 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: missing_materials {'porkchop'}\n",
      "Step 2 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_materials {'porkchop'}\n",
      "Step 3 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 failed: missing_materials {'porkchop'}\n",
      "Step 4 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 5 failed: missing_materials {'porkchop'}\n",
      "Step 5 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 6 failed: missing_materials {'porkchop'}\n",
      "Step 6 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 7 failed: missing_materials {'porkchop'}\n",
      "Step 7 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 8 failed: missing_materials {'porkchop'}\n",
      "Step 8 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 9 failed: missing_materials {'porkchop'}\n",
      "Step 9 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 10 failed: missing_materials {'porkchop'}\n",
      "Step 10 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 11 failed: missing_materials {'porkchop'}\n",
      "Step 11 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 12 failed: missing_materials {'porkchop'}\n",
      "Step 12 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 13 failed: missing_materials {'porkchop'}\n",
      "Step 13 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 14 failed: missing_materials {'porkchop'}\n",
      "Step 14 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 15 failed: missing_materials {'porkchop'}\n",
      "Step 15 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 16 failed: missing_materials {'porkchop'}\n",
      "Step 16 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 17 failed: missing_materials {'porkchop'}\n",
      "Step 17 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 18 failed: missing_materials {'porkchop'}\n",
      "Step 18 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 19 failed: missing_materials {'porkchop'}\n",
      "Step 19 observation: ERROR: missing_materials {'porkchop'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "How to obtain cooked_beef?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: unknown_item cow\n",
      "Step 0 observation: ERROR: unknown_item cow\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: unknown_item pig\n",
      "Step 1 observation: ERROR: unknown_item pig\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: unknown_item chicken\n",
      "Step 2 observation: ERROR: unknown_item chicken\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: missing_materials {'cobblestone', 'stick'}\n",
      "Step 3 observation: ERROR: missing_materials {'cobblestone', 'stick'}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 failed: unknown_item fishing_rod\n",
      "Step 4 observation: ERROR: unknown_item fishing_rod\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 5 failed: unknown_item string\n",
      "Step 5 observation: ERROR: unknown_item string\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 6 failed: unknown_item spider\n",
      "Step 6 observation: ERROR: unknown_item spider\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 7 failed: parsing_error {}\n",
      "Step 7 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 8 failed: unknown_item string\n",
      "Step 8 observation: ERROR: unknown_item string\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 9 failed: unknown_item string\n",
      "Step 9 observation: ERROR: unknown_item string\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 10 failed: parsing_error {}\n",
      "Step 10 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 11 failed: unknown_item spider\n",
      "Step 11 observation: ERROR: unknown_item spider\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 12 failed: parsing_error {}\n",
      "Step 12 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 13 failed: unknown_item spider\n",
      "Step 13 observation: ERROR: unknown_item spider\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 14 failed: unknown_item spider\n",
      "Step 14 observation: ERROR: unknown_item spider\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 15 failed: unknown_item spider\n",
      "Step 15 observation: ERROR: unknown_item spider\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 16 failed: parsing_error {}\n",
      "Step 16 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 17 failed: unknown_item spider\n",
      "Step 17 observation: ERROR: unknown_item spider\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 18 failed: parsing_error {}\n",
      "Step 18 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 19 failed: unknown_item spider\n",
      "Step 19 observation: ERROR: unknown_item spider\n",
      "inventory = {'diamond_axe': 1}\n",
      "How to obtain cooked_mutton?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: unknown_item raw_mutton\n",
      "Step 0 observation: ERROR: unknown_item raw_mutton\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: action_type_mismatch hunt\n",
      "Step 1 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: action_type_mismatch hunt\n",
      "Step 2 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: action_type_mismatch hunt\n",
      "Step 3 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 failed: action_type_mismatch hunt\n",
      "Step 4 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 5 failed: action_type_mismatch hunt\n",
      "Step 5 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 6 failed: action_type_mismatch hunt\n",
      "Step 6 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 7 failed: action_type_mismatch hunt\n",
      "Step 7 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 8 failed: action_type_mismatch hunt\n",
      "Step 8 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 9 failed: action_type_mismatch hunt\n",
      "Step 9 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 10 failed: action_type_mismatch hunt\n",
      "Step 10 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 11 failed: action_type_mismatch hunt\n",
      "Step 11 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 12 failed: action_type_mismatch hunt\n",
      "Step 12 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 13 failed: action_type_mismatch hunt\n",
      "Step 13 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 14 failed: action_type_mismatch hunt\n",
      "Step 14 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 15 failed: action_type_mismatch hunt\n",
      "Step 15 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 16 failed: action_type_mismatch hunt\n",
      "Step 16 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 17 failed: action_type_mismatch hunt\n",
      "Step 17 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 18 failed: action_type_mismatch hunt\n",
      "Step 18 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 19 failed: action_type_mismatch hunt\n",
      "Step 19 observation: ERROR: action_type_mismatch hunt\n",
      "inventory = {'diamond_axe': 1}\n",
      "How to obtain diamond?\n",
      "Initial inventory: defaultdict(<class 'int'>, {'diamond_axe': 1})\n",
      "Step 0 failed: unknown_item diamond_ore\n",
      "Step 0 observation: ERROR: unknown_item diamond_ore\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 1 failed: parsing_error {}\n",
      "Step 1 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 2 failed: unknown_item diamond_ore\n",
      "Step 2 observation: ERROR: unknown_item diamond_ore\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 3 failed: parsing_error {}\n",
      "Step 3 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 4 failed: unknown_item diamond_ore\n",
      "Step 4 observation: ERROR: unknown_item diamond_ore\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 5 failed: parsing_error {}\n",
      "Step 5 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 6 failed: unknown_item diamond_ore\n",
      "Step 6 observation: ERROR: unknown_item diamond_ore\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 7 failed: parsing_error {}\n",
      "Step 7 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 8 failed: unknown_item diamond_ore\n",
      "Step 8 observation: ERROR: unknown_item diamond_ore\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 9 failed: parsing_error {}\n",
      "Step 9 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 10 failed: unknown_item diamond_ore\n",
      "Step 10 observation: ERROR: unknown_item diamond_ore\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 11 failed: parsing_error {}\n",
      "Step 11 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 12 failed: unknown_item diamond_ore\n",
      "Step 12 observation: ERROR: unknown_item diamond_ore\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 13 failed: parsing_error {}\n",
      "Step 13 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 14 failed: unknown_item diamond_ore\n",
      "Step 14 observation: ERROR: unknown_item diamond_ore\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 15 failed: parsing_error {}\n",
      "Step 15 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 16 failed: unknown_item diamond_ore\n",
      "Step 16 observation: ERROR: unknown_item diamond_ore\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 17 failed: parsing_error {}\n",
      "Step 17 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 18 failed: unknown_item diamond_ore\n",
      "Step 18 observation: ERROR: unknown_item diamond_ore\n",
      "inventory = {'diamond_axe': 1}\n",
      "Step 19 failed: parsing_error {}\n",
      "Step 19 observation: ERROR: parsing_error {}\n",
      "inventory = {'diamond_axe': 1}\n"
     ]
    }
   ],
   "source": [
    "import time\n",
    "import json\n",
    "\n",
    "from collections import defaultdict\n",
    "from tqdm import tqdm\n",
    "from baseline_llm import ReactOpenAILLM\n",
    "\n",
    "models = [\"gpt-3.5-preview\"]\n",
    "\n",
    "\n",
    "def load_openai_key(openai_key_file) -> str:\n",
    "    with open(openai_key_file, \"r\") as f:\n",
    "        context = f.read()\n",
    "    return context.split(\"\\n\")[0]\n",
    "\n",
    "\n",
    "api_key = load_openai_key(\"data/openai_keys.txt\")\n",
    "N = 1\n",
    "MAX_STEPS = 20\n",
    "# react_results = []\n",
    "            \n",
    "with open(\"data/react_results.json\", \"r\") as f:\n",
    "    react_results = json.load(f)\n",
    "\n",
    "# with tqdm(total=len(data) * N) as pbar:\n",
    "for k, v in data.items():\n",
    "    model = ReactOpenAILLM(api_key=api_key, model=\"gpt-3.5-turbo\")\n",
    "    step = 1\n",
    "    question = v[\"question\"]\n",
    "    print(question)\n",
    "    target = question.split()[-1].replace(\"?\", \"\")\n",
    "\n",
    "    if target == \"iron_pickaxe\":\n",
    "        continue\n",
    "\n",
    "    inventory = defaultdict(int)\n",
    "    inventory[\"diamond_axe\"] = 1\n",
    "    print(f\"Initial inventory: {inventory}\")\n",
    "\n",
    "    plan = []\n",
    "    history = \"\"\n",
    "    errors = defaultdict(int)\n",
    "    task_success = False\n",
    "\n",
    "    action_step = model.generate_initial_step(question, temperature=1.0, max_tokens=512)\n",
    "\n",
    "    while not task_success and step < MAX_STEPS:\n",
    "        history += f\"Step {step} inventory: {inventory}\\n\"\n",
    "        parsed_action_step = model.parse_step(action_step)\n",
    "        success, error_type, error_value = process_step(\n",
    "            parsed_action_step, inventory, TECH_TREE\n",
    "        )\n",
    "        if success:\n",
    "            print(f\"Step {step} successful\")\n",
    "            history += f\"Step {step} successful: {parsed_action_step}\\n\"\n",
    "            plan.append(parsed_action_step)\n",
    "            output = parsed_action_step[\"output\"]\n",
    "            item = list(output.keys())[0]\n",
    "            count = output[item]\n",
    "            \n",
    "            observation = f\"Success\\ninventory = {dict(inventory)}\"\n",
    "            action_step = model.generate_step(\n",
    "                observation, temperature=1.0, max_tokens=512\n",
    "            )\n",
    "            if target in parsed_action_step[\"output\"]:\n",
    "                task_success = True\n",
    "                break\n",
    "        else:\n",
    "            print(f\"Step {step} failed: {error_type} {error_value}\")\n",
    "            history += f\"Step {step} failed: {error_type} {error_value}\\n\"\n",
    "            errors[error_type] += 1\n",
    "            observation = (\n",
    "                f\"ERROR: {error_type} {error_value}\\ninventory = {dict(inventory)}\"\n",
    "            )\n",
    "            print(f\"Step {step} observation: {observation}\")\n",
    "            action_step = model.generate_step(\n",
    "                observation, temperature=1.0, max_tokens=512\n",
    "            )\n",
    "\n",
    "        step += 1\n",
    "\n",
    "    react_results.append(\n",
    "        {\n",
    "            \"target\": target,\n",
    "            \"question\": question,\n",
    "            \"plan\": plan,\n",
    "            \"logs\": history,\n",
    "            \"message_history\": model.history[len(model.example) + 1 :],\n",
    "            \"errors\": errors,\n",
    "            \"success\": task_success,\n",
    "            \"number_of_steps\": step,\n",
    "            \"number_of_thinking_steps\": model.num_thinking_steps,\n",
    "            \"model\": model.model,\n",
    "            \"tokens_used\": model.token_used,\n",
    "            \"group\": v[\"group\"],\n",
    "        }\n",
    "    )\n",
    "\n",
    "    with open(\"data/react_results.json\", \"w\") as f:\n",
    "        json.dump(react_results, f)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "# parsed_action_step\n",
    "# action_step\n",
    "# model.history\n",
    "import pandas as pd\n",
    "\n",
    "processed = []\n",
    "for r in react_results:\n",
    "    r[\"group\"] = data[\"obtain_\" + r[\"target\"]][\"group\"]\n",
    "    r[\"number_of_steps\"] += 1\n",
    "    processed.append(r)\n",
    "\n",
    "# react_results\n",
    "# results[-1]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>group</th>\n",
       "      <th>success</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MT1</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MT2</td>\n",
       "      <td>0.750000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MT3</td>\n",
       "      <td>0.285714</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MT4</td>\n",
       "      <td>0.428571</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>MT5</td>\n",
       "      <td>0.222222</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>MT6</td>\n",
       "      <td>0.166667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>MT7</td>\n",
       "      <td>0.076923</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>MT8</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  group   success\n",
       "0   MT1  1.000000\n",
       "1   MT2  0.750000\n",
       "2   MT3  0.285714\n",
       "3   MT4  0.428571\n",
       "4   MT5  0.222222\n",
       "5   MT6  0.166667\n",
       "6   MT7  0.076923\n",
       "7   MT8  0.000000"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.DataFrame(processed)\n",
    "df.groupby(\"group\").success.mean().to_frame().reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>group</th>\n",
       "      <th>tokens_used</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MT1</td>\n",
       "      <td>21389.423077</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MT2</td>\n",
       "      <td>40843.333333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MT3</td>\n",
       "      <td>82124.571429</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MT4</td>\n",
       "      <td>81304.857143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>MT5</td>\n",
       "      <td>91246.222222</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>MT6</td>\n",
       "      <td>83022.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>MT7</td>\n",
       "      <td>84609.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>MT8</td>\n",
       "      <td>142862.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  group    tokens_used\n",
       "0   MT1   21389.423077\n",
       "1   MT2   40843.333333\n",
       "2   MT3   82124.571429\n",
       "3   MT4   81304.857143\n",
       "4   MT5   91246.222222\n",
       "5   MT6   83022.000000\n",
       "6   MT7   84609.000000\n",
       "7   MT8  142862.000000"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.groupby(\"group\").tokens_used.mean().to_frame().reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>target</th>\n",
       "      <th>question</th>\n",
       "      <th>plan</th>\n",
       "      <th>logs</th>\n",
       "      <th>message_history</th>\n",
       "      <th>errors</th>\n",
       "      <th>success</th>\n",
       "      <th>number_of_steps</th>\n",
       "      <th>number_of_thinking_steps</th>\n",
       "      <th>model</th>\n",
       "      <th>tokens_used</th>\n",
       "      <th>group</th>\n",
       "      <th>missing_materials</th>\n",
       "      <th>missing_tools</th>\n",
       "      <th>insufficient_materials</th>\n",
       "      <th>unknown_item</th>\n",
       "      <th>action_type_mismatch</th>\n",
       "      <th>parsing_error</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>planks</td>\n",
       "      <td>How to obtain planks?</td>\n",
       "      <td>[{'output': {'log': 1}, 'quantity_needed': 1, ...</td>\n",
       "      <td>Step 0 inventory: defaultdict(&lt;class 'int'&gt;, {...</td>\n",
       "      <td>[{'role': 'user', 'content': 'How to obtain pl...</td>\n",
       "      <td>{}</td>\n",
       "      <td>True</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>gpt-3.5-turbo</td>\n",
       "      <td>9104</td>\n",
       "      <td>MT1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>stick</td>\n",
       "      <td>How to obtain stick?</td>\n",
       "      <td>[{'output': {'log': 1}, 'quantity_needed': 1, ...</td>\n",
       "      <td>Step 0 inventory: defaultdict(&lt;class 'int'&gt;, {...</td>\n",
       "      <td>[{'role': 'user', 'content': 'How to obtain st...</td>\n",
       "      <td>{'missing_materials': 1}</td>\n",
       "      <td>True</td>\n",
       "      <td>4</td>\n",
       "      <td>3</td>\n",
       "      <td>gpt-3.5-turbo</td>\n",
       "      <td>12538</td>\n",
       "      <td>MT1</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>wooden_slab</td>\n",
       "      <td>How to obtain wooden_slab?</td>\n",
       "      <td>[{'output': {'log': 1}, 'quantity_needed': 1, ...</td>\n",
       "      <td>Step 0 inventory: defaultdict(&lt;class 'int'&gt;, {...</td>\n",
       "      <td>[{'role': 'user', 'content': 'How to obtain wo...</td>\n",
       "      <td>{'missing_tools': 4, 'missing_materials': 1, '...</td>\n",
       "      <td>True</td>\n",
       "      <td>18</td>\n",
       "      <td>6</td>\n",
       "      <td>gpt-3.5-turbo</td>\n",
       "      <td>53185</td>\n",
       "      <td>MT1</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>wooden_button</td>\n",
       "      <td>How to obtain wooden_button?</td>\n",
       "      <td>[{'output': {'log': 2}, 'quantity_needed': 2, ...</td>\n",
       "      <td>Step 0 inventory: defaultdict(&lt;class 'int'&gt;, {...</td>\n",
       "      <td>[{'role': 'user', 'content': 'How to obtain wo...</td>\n",
       "      <td>{}</td>\n",
       "      <td>True</td>\n",
       "      <td>3</td>\n",
       "      <td>7</td>\n",
       "      <td>gpt-3.5-turbo</td>\n",
       "      <td>16178</td>\n",
       "      <td>MT1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>wooden_pressure_plate</td>\n",
       "      <td>How to obtain wooden_pressure_plate?</td>\n",
       "      <td>[{'output': {'log': 2}, 'quantity_needed': 2, ...</td>\n",
       "      <td>Step 0 inventory: defaultdict(&lt;class 'int'&gt;, {...</td>\n",
       "      <td>[{'role': 'user', 'content': 'How to obtain wo...</td>\n",
       "      <td>{}</td>\n",
       "      <td>True</td>\n",
       "      <td>3</td>\n",
       "      <td>7</td>\n",
       "      <td>gpt-3.5-turbo</td>\n",
       "      <td>16089</td>\n",
       "      <td>MT1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  target                              question  \\\n",
       "0                 planks                 How to obtain planks?   \n",
       "1                  stick                  How to obtain stick?   \n",
       "2            wooden_slab            How to obtain wooden_slab?   \n",
       "3          wooden_button          How to obtain wooden_button?   \n",
       "4  wooden_pressure_plate  How to obtain wooden_pressure_plate?   \n",
       "\n",
       "                                                plan  \\\n",
       "0  [{'output': {'log': 1}, 'quantity_needed': 1, ...   \n",
       "1  [{'output': {'log': 1}, 'quantity_needed': 1, ...   \n",
       "2  [{'output': {'log': 1}, 'quantity_needed': 1, ...   \n",
       "3  [{'output': {'log': 2}, 'quantity_needed': 2, ...   \n",
       "4  [{'output': {'log': 2}, 'quantity_needed': 2, ...   \n",
       "\n",
       "                                                logs  \\\n",
       "0  Step 0 inventory: defaultdict(<class 'int'>, {...   \n",
       "1  Step 0 inventory: defaultdict(<class 'int'>, {...   \n",
       "2  Step 0 inventory: defaultdict(<class 'int'>, {...   \n",
       "3  Step 0 inventory: defaultdict(<class 'int'>, {...   \n",
       "4  Step 0 inventory: defaultdict(<class 'int'>, {...   \n",
       "\n",
       "                                     message_history  \\\n",
       "0  [{'role': 'user', 'content': 'How to obtain pl...   \n",
       "1  [{'role': 'user', 'content': 'How to obtain st...   \n",
       "2  [{'role': 'user', 'content': 'How to obtain wo...   \n",
       "3  [{'role': 'user', 'content': 'How to obtain wo...   \n",
       "4  [{'role': 'user', 'content': 'How to obtain wo...   \n",
       "\n",
       "                                              errors  success  \\\n",
       "0                                                 {}     True   \n",
       "1                           {'missing_materials': 1}     True   \n",
       "2  {'missing_tools': 4, 'missing_materials': 1, '...     True   \n",
       "3                                                 {}     True   \n",
       "4                                                 {}     True   \n",
       "\n",
       "   number_of_steps  number_of_thinking_steps          model  tokens_used  \\\n",
       "0                2                         3  gpt-3.5-turbo         9104   \n",
       "1                4                         3  gpt-3.5-turbo        12538   \n",
       "2               18                         6  gpt-3.5-turbo        53185   \n",
       "3                3                         7  gpt-3.5-turbo        16178   \n",
       "4                3                         7  gpt-3.5-turbo        16089   \n",
       "\n",
       "  group  missing_materials  missing_tools  insufficient_materials  \\\n",
       "0   MT1                NaN            NaN                     NaN   \n",
       "1   MT1                1.0            NaN                     NaN   \n",
       "2   MT1                1.0            4.0                     4.0   \n",
       "3   MT1                NaN            NaN                     NaN   \n",
       "4   MT1                NaN            NaN                     NaN   \n",
       "\n",
       "   unknown_item  action_type_mismatch  parsing_error  \n",
       "0           NaN                   NaN            NaN  \n",
       "1           NaN                   NaN            NaN  \n",
       "2           NaN                   NaN            NaN  \n",
       "3           NaN                   NaN            NaN  \n",
       "4           NaN                   NaN            NaN  "
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "error_cols = df.errors.apply(pd.Series).columns\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "  <thead>\n",
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       "      <th></th>\n",
       "      <th>group</th>\n",
       "      <th>missing_materials</th>\n",
       "      <th>missing_tools</th>\n",
       "      <th>insufficient_materials</th>\n",
       "      <th>unknown_item</th>\n",
       "      <th>action_type_mismatch</th>\n",
       "      <th>parsing_error</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MT1</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.428571</td>\n",
       "      <td>1.400000</td>\n",
       "      <td>1.500000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MT2</td>\n",
       "      <td>2.555556</td>\n",
       "      <td>5.500000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MT3</td>\n",
       "      <td>5.200000</td>\n",
       "      <td>2.333333</td>\n",
       "      <td>3.500000</td>\n",
       "      <td>9.333333</td>\n",
       "      <td>19.0</td>\n",
       "      <td>2.750000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MT4</td>\n",
       "      <td>2.750000</td>\n",
       "      <td>2.615385</td>\n",
       "      <td>2.454545</td>\n",
       "      <td>3.333333</td>\n",
       "      <td>3.0</td>\n",
       "      <td>13.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>MT5</td>\n",
       "      <td>5.333333</td>\n",
       "      <td>4.142857</td>\n",
       "      <td>4.000000</td>\n",
       "      <td>9.000000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>MT6</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>3.200000</td>\n",
       "      <td>2.200000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>MT7</td>\n",
       "      <td>5.384615</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>2.888889</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.5</td>\n",
       "      <td>2.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>MT8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.000000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  group  missing_materials  missing_tools  insufficient_materials  \\\n",
       "0   MT1           1.000000       1.428571                1.400000   \n",
       "1   MT2           2.555556       5.500000                2.000000   \n",
       "2   MT3           5.200000       2.333333                3.500000   \n",
       "3   MT4           2.750000       2.615385                2.454545   \n",
       "4   MT5           5.333333       4.142857                4.000000   \n",
       "5   MT6           3.000000       3.200000                2.200000   \n",
       "6   MT7           5.384615       3.000000                2.888889   \n",
       "7   MT8                NaN            NaN                     NaN   \n",
       "\n",
       "   unknown_item  action_type_mismatch  parsing_error  \n",
       "0      1.500000                   NaN            NaN  \n",
       "1           NaN                   NaN       1.000000  \n",
       "2      9.333333                  19.0       2.750000  \n",
       "3      3.333333                   3.0      13.000000  \n",
       "4      9.000000                   NaN       8.666667  \n",
       "5           NaN                   1.0            NaN  \n",
       "6           NaN                   1.5       2.666667  \n",
       "7     10.000000                   NaN      10.000000  "
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# df[df.number_of_steps > 20]\n",
    "# df.errors.apply(pd.Series)\n",
    "\n",
    "# df = pd.merge(df, df.errors.apply(pd.Series), left_index=True, right_index=True)\n",
    "\n",
    "df.groupby(\"group\").agg({err_col: \"mean\" for err_col in error_cols})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "# df[df.group == \"MT8\"].message_history.values[0]\n",
    "# df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Analysis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 151,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "\n",
    "df = pd.DataFrame(one_shot_data)\n",
    "df = df[df.target != \"iron_pickaxe\"]\n",
    "df.loc[df.plan_length == 0, \"success\"] = False\n",
    "\n",
    "# success_df = df.groupby([\"model\", \"group\", \"target\"]).success.mean().to_frame()\n",
    "# rotate to have models as columns\n",
    "# success_df = success_df.unstack()\n",
    "# success_df.to_csv(\"out.csv\")\n",
    "# success_df\n",
    "# error_df[error_df[\"error\"] != \"\"].to_csv(\"errors.csv\")\n",
    "# df[df.tokens_used > 0].groupby([\"model\", \"group\"]).tokens_used.mean().to_frame()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 153,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>error</th>\n",
       "      <th>action_type_mismatch</th>\n",
       "      <th>insufficient_materials</th>\n",
       "      <th>missing_materials</th>\n",
       "      <th>missing_tools</th>\n",
       "      <th>plan_failed</th>\n",
       "      <th>unknown_item</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>model</th>\n",
       "      <th>group</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"8\" valign=\"top\">gpt-3.5-turbo</th>\n",
       "      <th>MT1</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.079710</td>\n",
       "      <td>0.210145</td>\n",
       "      <td>0.463768</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.246377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT2</th>\n",
       "      <td>0.022059</td>\n",
       "      <td>0.242647</td>\n",
       "      <td>0.213235</td>\n",
       "      <td>0.507353</td>\n",
       "      <td>0.014706</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT3</th>\n",
       "      <td>0.161905</td>\n",
       "      <td>0.009524</td>\n",
       "      <td>0.114286</td>\n",
       "      <td>0.438095</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.276190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT4</th>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.008333</td>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.908333</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.025000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT5</th>\n",
       "      <td>0.051852</td>\n",
       "      <td>0.074074</td>\n",
       "      <td>0.148148</td>\n",
       "      <td>0.474074</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.251852</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT6</th>\n",
       "      <td>0.144444</td>\n",
       "      <td>0.155556</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.611111</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT7</th>\n",
       "      <td>0.425641</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.035897</td>\n",
       "      <td>0.425641</td>\n",
       "      <td>0.010256</td>\n",
       "      <td>0.087179</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT8</th>\n",
       "      <td>0.333333</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.533333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"8\" valign=\"top\">gpt-4-turbo-preview</th>\n",
       "      <th>MT1</th>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.175000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.775000</td>\n",
       "      <td>0.025000</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT2</th>\n",
       "      <td>0.065217</td>\n",
       "      <td>0.456522</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.326087</td>\n",
       "      <td>0.108696</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT3</th>\n",
       "      <td>0.148148</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.148148</td>\n",
       "      <td>0.407407</td>\n",
       "      <td>0.148148</td>\n",
       "      <td>0.037037</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT4</th>\n",
       "      <td>0.297297</td>\n",
       "      <td>0.054054</td>\n",
       "      <td>0.135135</td>\n",
       "      <td>0.351351</td>\n",
       "      <td>0.162162</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT5</th>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.157895</td>\n",
       "      <td>0.578947</td>\n",
       "      <td>0.105263</td>\n",
       "      <td>0.052632</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT6</th>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.766667</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT7</th>\n",
       "      <td>0.081967</td>\n",
       "      <td>0.147541</td>\n",
       "      <td>0.032787</td>\n",
       "      <td>0.590164</td>\n",
       "      <td>0.147541</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT8</th>\n",
       "      <td>0.250000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "error                      action_type_mismatch  insufficient_materials  \\\n",
       "model               group                                                 \n",
       "gpt-3.5-turbo       MT1                     NaN                0.079710   \n",
       "                    MT2                0.022059                0.242647   \n",
       "                    MT3                0.161905                0.009524   \n",
       "                    MT4                0.033333                0.008333   \n",
       "                    MT5                0.051852                0.074074   \n",
       "                    MT6                0.144444                0.155556   \n",
       "                    MT7                0.425641                0.015385   \n",
       "                    MT8                0.333333                     NaN   \n",
       "gpt-4-turbo-preview MT1                0.025000                0.175000   \n",
       "                    MT2                0.065217                0.456522   \n",
       "                    MT3                0.148148                0.111111   \n",
       "                    MT4                0.297297                0.054054   \n",
       "                    MT5                0.052632                0.052632   \n",
       "                    MT6                0.066667                0.033333   \n",
       "                    MT7                0.081967                0.147541   \n",
       "                    MT8                0.250000                     NaN   \n",
       "\n",
       "error                      missing_materials  missing_tools  plan_failed  \\\n",
       "model               group                                                  \n",
       "gpt-3.5-turbo       MT1             0.210145       0.463768          NaN   \n",
       "                    MT2             0.213235       0.507353     0.014706   \n",
       "                    MT3             0.114286       0.438095          NaN   \n",
       "                    MT4             0.025000       0.908333          NaN   \n",
       "                    MT5             0.148148       0.474074          NaN   \n",
       "                    MT6             0.066667       0.611111     0.022222   \n",
       "                    MT7             0.035897       0.425641     0.010256   \n",
       "                    MT8                  NaN       0.133333          NaN   \n",
       "gpt-4-turbo-preview MT1                  NaN       0.775000     0.025000   \n",
       "                    MT2             0.043478       0.326087     0.108696   \n",
       "                    MT3             0.148148       0.407407     0.148148   \n",
       "                    MT4             0.135135       0.351351     0.162162   \n",
       "                    MT5             0.157895       0.578947     0.105263   \n",
       "                    MT6             0.066667       0.766667     0.066667   \n",
       "                    MT7             0.032787       0.590164     0.147541   \n",
       "                    MT8                  NaN       0.500000          NaN   \n",
       "\n",
       "error                      unknown_item  \n",
       "model               group                \n",
       "gpt-3.5-turbo       MT1        0.246377  \n",
       "                    MT2             NaN  \n",
       "                    MT3        0.276190  \n",
       "                    MT4        0.025000  \n",
       "                    MT5        0.251852  \n",
       "                    MT6             NaN  \n",
       "                    MT7        0.087179  \n",
       "                    MT8        0.533333  \n",
       "gpt-4-turbo-preview MT1             NaN  \n",
       "                    MT2             NaN  \n",
       "                    MT3        0.037037  \n",
       "                    MT4             NaN  \n",
       "                    MT5        0.052632  \n",
       "                    MT6             NaN  \n",
       "                    MT7             NaN  \n",
       "                    MT8        0.250000  "
      ]
     },
     "execution_count": 153,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# df[(df.model == \"gpt-4-turbo-preview\")&(df.group == \"MT1\")&(df.error == \"\")]\n",
    "\n",
    "df.loc[(df.error == \"\")&(df.success == False), \"error\"] = \"plan_failed\"\n",
    "df[~df.success].groupby([\"model\", \"group\"]).error.value_counts(normalize=True).unstack()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 129,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>error</th>\n",
       "      <th>action_type_mismatch</th>\n",
       "      <th>insufficient_materials</th>\n",
       "      <th>missing_materials</th>\n",
       "      <th>missing_tools</th>\n",
       "      <th>plan_failed</th>\n",
       "      <th>unknown_item</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>model</th>\n",
       "      <th>group</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"8\" valign=\"top\">gpt-3.5-turbo</th>\n",
       "      <th>MT1</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.079710</td>\n",
       "      <td>0.210145</td>\n",
       "      <td>0.463768</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.246377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT2</th>\n",
       "      <td>0.022059</td>\n",
       "      <td>0.242647</td>\n",
       "      <td>0.213235</td>\n",
       "      <td>0.507353</td>\n",
       "      <td>0.014706</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT3</th>\n",
       "      <td>0.161905</td>\n",
       "      <td>0.009524</td>\n",
       "      <td>0.114286</td>\n",
       "      <td>0.438095</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.276190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT4</th>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.008333</td>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.908333</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.025000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT5</th>\n",
       "      <td>0.051852</td>\n",
       "      <td>0.074074</td>\n",
       "      <td>0.148148</td>\n",
       "      <td>0.474074</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.251852</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT6</th>\n",
       "      <td>0.144444</td>\n",
       "      <td>0.155556</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.611111</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT7</th>\n",
       "      <td>0.425641</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.035897</td>\n",
       "      <td>0.425641</td>\n",
       "      <td>0.010256</td>\n",
       "      <td>0.087179</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT8</th>\n",
       "      <td>0.333333</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.533333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"8\" valign=\"top\">gpt-4-turbo-preview</th>\n",
       "      <th>MT1</th>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.175000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.775000</td>\n",
       "      <td>0.025000</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT2</th>\n",
       "      <td>0.065217</td>\n",
       "      <td>0.456522</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.326087</td>\n",
       "      <td>0.108696</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT3</th>\n",
       "      <td>0.148148</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.148148</td>\n",
       "      <td>0.407407</td>\n",
       "      <td>0.148148</td>\n",
       "      <td>0.037037</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT4</th>\n",
       "      <td>0.297297</td>\n",
       "      <td>0.054054</td>\n",
       "      <td>0.135135</td>\n",
       "      <td>0.351351</td>\n",
       "      <td>0.162162</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT5</th>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.157895</td>\n",
       "      <td>0.578947</td>\n",
       "      <td>0.105263</td>\n",
       "      <td>0.052632</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT6</th>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.766667</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT7</th>\n",
       "      <td>0.081967</td>\n",
       "      <td>0.147541</td>\n",
       "      <td>0.032787</td>\n",
       "      <td>0.590164</td>\n",
       "      <td>0.147541</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MT8</th>\n",
       "      <td>0.250000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "error                      action_type_mismatch  insufficient_materials  \\\n",
       "model               group                                                 \n",
       "gpt-3.5-turbo       MT1                     NaN                0.079710   \n",
       "                    MT2                0.022059                0.242647   \n",
       "                    MT3                0.161905                0.009524   \n",
       "                    MT4                0.033333                0.008333   \n",
       "                    MT5                0.051852                0.074074   \n",
       "                    MT6                0.144444                0.155556   \n",
       "                    MT7                0.425641                0.015385   \n",
       "                    MT8                0.333333                     NaN   \n",
       "gpt-4-turbo-preview MT1                0.025000                0.175000   \n",
       "                    MT2                0.065217                0.456522   \n",
       "                    MT3                0.148148                0.111111   \n",
       "                    MT4                0.297297                0.054054   \n",
       "                    MT5                0.052632                0.052632   \n",
       "                    MT6                0.066667                0.033333   \n",
       "                    MT7                0.081967                0.147541   \n",
       "                    MT8                0.250000                     NaN   \n",
       "\n",
       "error                      missing_materials  missing_tools  plan_failed  \\\n",
       "model               group                                                  \n",
       "gpt-3.5-turbo       MT1             0.210145       0.463768          NaN   \n",
       "                    MT2             0.213235       0.507353     0.014706   \n",
       "                    MT3             0.114286       0.438095          NaN   \n",
       "                    MT4             0.025000       0.908333          NaN   \n",
       "                    MT5             0.148148       0.474074          NaN   \n",
       "                    MT6             0.066667       0.611111     0.022222   \n",
       "                    MT7             0.035897       0.425641     0.010256   \n",
       "                    MT8                  NaN       0.133333          NaN   \n",
       "gpt-4-turbo-preview MT1                  NaN       0.775000     0.025000   \n",
       "                    MT2             0.043478       0.326087     0.108696   \n",
       "                    MT3             0.148148       0.407407     0.148148   \n",
       "                    MT4             0.135135       0.351351     0.162162   \n",
       "                    MT5             0.157895       0.578947     0.105263   \n",
       "                    MT6             0.066667       0.766667     0.066667   \n",
       "                    MT7             0.032787       0.590164     0.147541   \n",
       "                    MT8                  NaN       0.500000          NaN   \n",
       "\n",
       "error                      unknown_item  \n",
       "model               group                \n",
       "gpt-3.5-turbo       MT1        0.246377  \n",
       "                    MT2             NaN  \n",
       "                    MT3        0.276190  \n",
       "                    MT4        0.025000  \n",
       "                    MT5        0.251852  \n",
       "                    MT6             NaN  \n",
       "                    MT7        0.087179  \n",
       "                    MT8        0.533333  \n",
       "gpt-4-turbo-preview MT1             NaN  \n",
       "                    MT2             NaN  \n",
       "                    MT3        0.037037  \n",
       "                    MT4             NaN  \n",
       "                    MT5        0.052632  \n",
       "                    MT6             NaN  \n",
       "                    MT7             NaN  \n",
       "                    MT8        0.250000  "
      ]
     },
     "execution_count": 129,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# df.missing.value_counts()\n",
    "# average error over error types\n",
    "# error_df = df.groupby([\"model\", \"group\"]).error.value_counts(normalize=True).unstack()\n",
    "# rotate to have models as columns\n",
    "\n",
    "# error_df\n",
    "# df.groupby([\"model\", \"group\"]).error.value_counts(normalize=True).unstack()\n",
    "\n",
    "df[~df.success].groupby([\"model\", \"group\"]).error.value_counts(normalize=True).unstack()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df[df.error == \"missing_tools\"].missing.value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.error.value_counts()\n",
    "#             {\n",
    "#                 \"role\": \"assistant\",\n",
    "#                 \"content\": \"\"\"def obtain_iron_pickaxe(inventory):\n",
    "# \\tmine({'log': 5}, {'diamond_axe': 1})\n",
    "# \\tcraft({'planks': 13}, {'log': 4})\n",
    "# \\tcraft({'stick': 6}, {'planks': 2})\n",
    "# \\tcraft({'crafting_table': 1}, {'planks': 4})\n",
    "# \\tcraft({'wooden_pickaxe': 1}, {'planks': 3, 'stick': 2, 'crafting_table': 1})\n",
    "# \\tmine({'cobblestone': 11}, {'wooden_pickaxe': 1})\n",
    "# \\tcraft({'stone_pickaxe': 1}, {'cobblestone': 3, 'stick': 2, 'crafting_table': 1})\n",
    "# \\tmine({'iron_ore': 3}, {'stone_pickaxe': 1})\n",
    "# \\tcraft({'furnace': 1}, {'cobblestone': 8})\n",
    "# \\tsmelt({'iron_ingot': 3}, {'iron_ore': 3, 'furnace': 1})\n",
    "# \\tcraft({'iron_pickaxe': 1}, {'iron_ingot': 3, 'stick': 2, 'crafting_table': 1})\n",
    "# \\treturn 'iron_pickaxe'\"\"\","
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# df[(df.plan_length == df.gold_plan_length)&(df.success == True)]\n",
    "\n",
    "# !pip install haystack-ai==2.0.0b8\n",
    "\n",
    "# from haystack.document_stores.in_memory import InMemoryDocumentStore\n",
    "\n",
    "# document_store = InMemoryDocumentStore()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from baseline_llm import OneShotOpenAILLM, ReactOpenAILLM\n",
    "def load_openai_key(openai_key_file) -> str:\n",
    "    with open(openai_key_file, \"r\") as f:\n",
    "        context = f.read()\n",
    "    return context.split(\"\\n\")[0]\n",
    "\n",
    "api_key = load_openai_key(\"data/openai_keys.txt\")\n",
    "one_shot_llm = OneShotOpenAILLM(api_key)\n",
    "react_llm = ReactOpenAILLM(api_key)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "response = one_shot_llm.generate(\"How to obtain wooden_slab?\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "response.choices[0].message.content.strip()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "response_react = react_llm.generate(\"How to obtain wooden_slab?\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "response_react"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "loading tokenizer\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "tokenizer_config.json: 100%|██████████| 7.92k/7.92k [00:00<00:00, 9.82MB/s]\n",
      "tokenizer.json: 100%|██████████| 12.8M/12.8M [00:00<00:00, 58.4MB/s]\n",
      "special_tokens_map.json: 100%|██████████| 439/439 [00:00<00:00, 4.98MB/s]\n",
      "Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.\n",
      "\n",
      "No chat template is defined for this tokenizer - using the default template for the CohereTokenizerFast class. If the default is not appropriate for your model, please set `tokenizer.chat_template` to an appropriate template. See https://huggingface.co/docs/transformers/main/chat_templating for more information.\n",
      "\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "'<BOS_TOKEN><|START_OF_TURN_TOKEN|><|SYSTEM_TOKEN|>You are a human helper<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|USER_TOKEN|>Hello, how are you?<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>'"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import torch\n",
    "import time\n",
    "from transformers import AutoTokenizer, AutoModelForCausalLM\n",
    "\n",
    "now = time.time()\n",
    "model_id = \"CohereForAI/c4ai-command-r-v01\"\n",
    "# model_id = \"CohereForAI/c4ai-command-r-v01-4bit\"\n",
    "# model_id = \"google/gemma-2b-it\"\n",
    "print(\"loading tokenizer\")\n",
    "tokenizer = AutoTokenizer.from_pretrained(model_id, trust_remote_code=True)\n",
    "# print(\"loading model\")\n",
    "# model = AutoModelForCausalLM.from_pretrained(\n",
    "#     model_id, trust_remote_code=True, device_map=\"auto\", torch_dtype=torch.float16\n",
    "# )\n",
    "# time_taken = time.time() - now\n",
    "# print(f\"loading time taken: {time_taken:.2f}s\")\n",
    "\n",
    "# # Format message with the command-r chat template\n",
    "# print(\"Getting chat\")\n",
    "messages = [\n",
    "    {\"role\": \"system\", \"content\": \"You are a human helper\"},\n",
    "    {\"role\": \"user\", \"content\": \"Hello, how are you?\"},\n",
    "]\n",
    "input_ids = tokenizer.apply_chat_template(\n",
    "    messages, tokenize=True, add_generation_prompt=True, return_tensors=\"pt\"\n",
    ")\n",
    "tokenizer.decode(input_ids[0])\n",
    "# ## <BOS_TOKEN><|START_OF_TURN_TOKEN|><|USER_TOKEN|>Hello, how are you?<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>\n",
    "\n",
    "# print(\"Sending to cuda\")\n",
    "# # use cuda\n",
    "# input_ids = input_ids.to(\"cuda\")\n",
    "# # model = model.to(\"cuda\")\n",
    "\n",
    "# print(\"Generating\")\n",
    "# with torch.no_grad():\n",
    "#     gen_tokens = model.generate(\n",
    "#         input_ids,\n",
    "#         max_new_tokens=100,\n",
    "#         do_sample=True,\n",
    "#         temperature=0.3,\n",
    "#     )\n",
    "\n",
    "#     gen_text = tokenizer.decode(gen_tokens[0])\n",
    "#     print(gen_text)\n",
    "\n",
    "# time_taken = time.time() - now\n",
    "# print(f\"Total time taken: {time_taken:.2f}s\")"
   ]
  }
 ],
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